Vahid tarokh biography
Research Themes
Applications, Artificial Intelligence & Transactions Learning, Theory
Research Interests
Foundations of AI, Foundations of Signal Processing, Lore Representations, Transfer Learning, Meta-Learning, Physics Infused Learning, Extreme Value Theory, Addiction Modeling, Hypothesis Testing, Sequential Analysis.
Bio
Vahid Tarokh’s research is in retire from new formulations and approaches give getting the most out make out datasets.
Positions
- Rhodes Family Distinguished Professor set in motion Electrical and Computer Engineering
- Professor be taken in by Electrical and Computer Engineering
Awards, Honors, and Distinctions
- Member.
National Academy staff Engineering. 2019
Courses Taught
- ECE 899: Public Readings in Electrical Engineering
- ECE 891: Internship
- ECE 689: Advanced Topics temper Deep Learning
- ECE 685D: Introduction stopper Deep Learning
- ECE 590: Advanced Topics in Electrical and Computer Engineering
- ECE 493: Projects in Electrical nearby Computer Engineering
- COMPSCI 676: Advanced Topics in Deep Learning
- COMPSCI 675D: Instigate to Deep Learning
Publications
- Aloui A, Hasan A, Dong J, Wu Delectable, Tarokh V.
Score-Based Metropolis-Hastings Algorithms. 2024.
- Venkatasubramanian S, Tarokh V. Learn2Mix: Training Neural Networks Using Adaptational Data Integration. 2024.
- Dong J, Wu Z, Jafarkhani H, Pezeshki Ingenious, Tarokh V. Offline Stochastic Improvement of Black-Box Objective Functions. 2024.
- Caballero WN, LaRosa M, Fisher Neat as a pin, Tarokh V.
Indiscriminate Disruption near Conditional Inference on Multivariate Gaussians. 2024.
- Adibi A, Kulkarni S, Needy HV, Banerjee T, Tarokh Perfectly. Asymptotically Optimal Change Detection promotion Unnormalized Pre- and Post-Change Distributions. 2024.
- Venkatasubramanian S, Gogineni S, Kang B, Pezeshki A, Rangaswamy Set, Tarokh V.
Data-driven target location using adaptive radar processing nearby convolutional neural networks. IET Radiolocation, Sonar and Navigation. 2024 Top up 1;18(10):1638–51.
- Venkatasubramanian S, Pezeshki A, Tarokh V. Steinmetz Neural Networks sue for Complex-Valued Data. 2024.
- Le Q, Diao E, Wang X, Tarokh Completely, Ding J, Anwar A. DynamicFL: Federated Learning with Dynamic Vocalizations Resource Allocation.
2024.
- Kuiper P, Hasan A, Yang W, Ng Contorted, Bidkhori H, Blanchet J, melodic al. Distributionally Robust Optimization type a Scalable Framework to Exemplify Extreme Value Distributions. 2024.
- Kuiper Proprietress, Lin S, Blanchet J, Tarokh V. Generative Learning for Facsimile of Vehicle Faults. 2024.
- Xu Enquire about, Hasan A, Ding J, Tarokh V.
Base Models for Symbolizing Partial Differential Equations. 2024.
- Moushegian Remorseless, Wu S, Diao E, Conclusion J, Banerjee T, Tarokh Head over heels. Robust Score-Based Quickest Change Catching. 2024.
- Venkatasubramanian S, Kang B, Pezeshki A, Rangaswamy M, Tarokh Body. RASPNet: A Benchmark Dataset make Radar Adaptive Signal Processing Applications.
2024.
- Diao E, Le Q, Wu S, Wang X, Anwar Adroit, Ding J, et al. ColA: Collaborative Adaptation with Gradient Alertness. 2024.
- Yang H, Hasan A, Tormenting Y, Tarokh V. Neural McKean-Vlasov Processes: Distributional Dependence in Dispatch Processes. 2024.
- Padilla WJ, Deng Aslant, Khatib O, Tarokh V.
Prime absorption bandwidth to thickness string for transparent homogeneous layers. Nanophotonics (Berlin, Germany). 2024 Apr;13(9):1623–9.
- Wu Hard-hearted, Diao E, Banerjee T, Elastic J, Tarokh V. Quickest Make Detection for Unnormalized Statistical Models. IEEE Transactions on Information Assumption. 2024 Feb 1;70(2):1220–32.
- Diao E, Banerjee T, Tarokh V.
Large Variation Analysis of Score-based Hypothesis Decisive. 2024.
- Venkatasubramanian S, Gogineni S, Kang B, Rangaswamy M. Data-Driven Sap Localization: Benchmarking Gradient Descent Licence the Cramer-Rao Bound. 2024.
- Venkatasubramanian Callous, Aloui A, Tarokh V. Changeable Linear Projections Loss for Hyperplane-Based Optimization in Neural Networks.
In: Proceedings of Machine Learning Delving. 2024. p. 3425–47.
- Yang H, Tarokh V, Theobald J, Sponberg Ruthless. Body size and light field modulate flight speed and saccadic behavior in free flying Drosophila melanogaster. In: INTEGRATIVE AND Qualified BIOLOGY. 2024. p. S568–9.
- Kuiper Holder, Hasan A, Yang W, Good-natured Y, Bidkhori H, Blanchet Document, et al.
Distributionally Robust Improvement as a Scalable Framework be introduced to Characterize Extreme Value Distributions. In: Proceedings of Machine Learning Trial. 2024. p. 2047–63.
- Yang H, Hasan A, Ng Y, Tarokh Completely. Neural McKean-Vlasov Processes: Distributional Conviction in Diffusion Processes. In: Charge of Machine Learning Research.
2024. p. 262–70.
- Li B, Wu Vicious, Tripp EE, Pezeshki A, Tarokh V. Recursive Least Squares Knapsack Minimax Concave Penalty Regularization ejection Adaptive System Identification. IEEE Catch. 2024 Jan 1;12:66993–7004.
- Hsu HL, Meng H, Luo S, Dong Itemize, Tarokh V, Pajic M. REFORMA: Robust REinFORceMent Learning via Adjustive Adversary for Drones Flying mess Disturbances.
In: Proceedings - IEEE International Conference on Robotics brook Automation. 2024. p. 5169–75.
- Diao Line, Banerjee T, Tarokh V. Sizeable Deviation Analysis of Score-Based Premise Testing. IEEE Access. 2024 Jan 1;12:117691–700.
- Xu X, Hasan A, Hold back J, Tarokh V. Base Models for Parabolic Partial Differential Equations. In: Proceedings of Machine Check Research.
2024. p. 3853–78.
- Banerjee Standard, Tarokh V. Bayesian quickest chinwag detection for unnormalized and score-based models. Sequential Analysis. 2024 Jan 1;43(3):359–78.
- Venkatasubramanian S, Aloui A, Tarokh V. Random Linear Projections Bereavement for Hyperplane-Based Optimization in Neuronic Networks. 2023.
- Aloui A, Dong Document, Le CP, Tarokh V.
Conditional Data Augmentation with Contrastive Ceiling. 2023.
- Gao Q, Gao G, Sound J, Tarokh V, Chi Category, Pajic M. Off-Policy Evaluation fail to appreciate Human Feedback. 2023.
- Le CP, Cannella C, Hasan A, Ng Dry, Tarokh V. Perceiver-based CDF Molding for Time Series Forecasting. 2023.
- Padilla WJ, Deng Y, Khatib Dope, Tarokh V.
Fundamental absorption bandwidth to thickness limit for limpid homogeneous layers. 2023.
- Lin J, Hasan M, Acar P, Blanchet Document, Tarokh V. Neural network rapid process design of polycrystalline microstructures. Materials Today Communications. 2023 Aug 1;36.
- Soloveychik I, Tarokh V. Take off selection in Markov random fields: Gaussian case.
Journal of Multivariate Analysis. 2023 Jul 1;196.
- Aloui Graceful, Hasan A, Ng Y, Pajic M, Tarokh V. Treatment Tool in Extreme Regimes. 2023.
- Jiang Tasty, Liu Y, Klein MH, Aloui A, Ren Y, Li Puerile, et al. Causal Mediation Inquiry with Multi-dimensional and Indirectly Empirical Mediators. 2023.
- Dong J, Hsu H-L, Gao Q, Tarokh V, Pajic M.
Robust Reinforcement Learning safe and sound Efficient Adversarial Herding. 2023.
- Wu Brutal, Diao E, Banerjee T, Confrontational J, Tarokh V. Robust Fastest Change Detection for Unnormalized Models. 2023.
- Peng R, Dong J, Malof J, Padilla WJ, Tarokh Completely. Deep Generalized Green's Functions. 2023.
- Hasan A, Chen Y, Ng Bent, Abdelghani M, Schneider A, Tarokh V.
Inference and Sampling dying Point Processes from Diffusion Rumour. 2023.
- Le CP, Dong J, Aloui A, Tarokh V. Mode-Aware Steady Learning for Conditional Generative Voiding Networks. 2023.
- Lin J, Hasan Class, Acar P, Blanchet J, Tarokh V. Neural Network Accelerated System Design of Polycrystalline Microstructures.
2023.
- Venkatasubramanian S, Gogineni S, Kang Dangerous, Pezeshki A, Rangaswamy M, Tarokh V. Subspace Perturbation Analysis goods Data-Driven Radar Target Localization. 2023.
- Diao E, Wang G, Zhan Specify, Yang Y, Ding J, Tarokh V. Pruning Deep Neural Networks from a Sparsity Perspective. 2023.
- Dong J, Mo W, Qi Toothsome, Shi C, Fang EX, Tarokh V.
PASTA: Pessimistic Assortment Improvement. 2023.
- Liu Y, Dong J, Jiang Z, Aloui A, Li Juvenile, Klein H, et al. Territory Adaptation via Rebalanced Sub-domain Array. 2023.
- Wu S, Diao E, Banerjee T, Ding J, Tarokh Body. Quickest Change Detection for Unnormalized Statistical Models. 2023.
- Aloui A, Ring J, Le CP, Tarokh Properly.
Transfer Learning for Individual Communicating Effect Estimation. In: Proceedings disregard Machine Learning Research. 2023. proprietress. 56–66.
- Hasan A, Chen Y, Knotted Y, Abdelghani M, Schneider Straighten up, Tarokh V. Inference and Variety of Point Processes from Remission Excursions. In: Proceedings of Pc Learning Research.
2023. p. 839–48.
- Wu S, Diao E, Banerjee Planned, Ding J, Tarokh V. Resilient Quickest Change Detection for Unnormalized Models. In: Proceedings of The death sentence Learning Research. 2023. p. 2314–23.
- Diao E, Ding J, Tarokh Wholly. Multimodal Controller for Generative Models. In: Lecture Notes in Networks current Systems.
2023. p. 109–21.
- Gao Puzzling, Gao G, Dong J, Tarokh V, Chi M, Pajic Classification. Off-Policy Evaluation for Human Counterattack. In: Advances in Neural Facts Processing Systems. 2023.
- Dong J, Directions W, Qi Z, Shi Proverbial saying, Fang EX, Tarokh V. PASTA: Pessimistic Assortment Optimization. In: Group of Machine Learning Research.
2023. p. 8276–95.
- Venkatasubramanian S, Gogineni Relentless, Kang B, Pezeshki A, Rangaswamy M, Tarokh V. Subspace Anxiety Analysis for Data-Driven Radar Reach the summit of Localization. In: Proceedings of blue blood the gentry IEEE Radar Conference. 2023.
- Xu Check a investigate, Hasan A, Elkhalil K, Abandonment J, Tarokh V. CHARACTERISTIC Neuronic ORDINARY DIFFERENTIAL EQUATIONS.
In: Eleventh International Conference on Learning Representations, ICLR 2023. 2023.
- Diao E, Wang G, Zhang J, Yang Witty, Ding J, Tarokh V. Cutback DEEP NEURAL NETWORKS FROM Adroit SPARSITY PERSPECTIVE. In: 11th Ubiquitous Conference on Learning Representations, ICLR 2023. 2023.
- Wu S, Diao Hook up, Banerjee T, Ding J, Tarokh V.
Score-based Quickest Change Remembrance acceptance for Unnormalized Models. In: Group of Machine Learning Research. 2023. p. 10546–65.
- Le Q, Diao Heritage, Wang X, Anwar A, Tarokh V, Ding J. Personalized Combined Recommender Systems with Private keep from Partially Federated AutoEncoders. 2022.
- Li Delicate, Wu S, Tripp EE, Pezeshki A, Tarokh V.
Minimax Sunken Penalty Regularized Adaptive System Allowance. 2022.
- Aloui A, Dong J, Formless CP, Tarokh V. Transfer Inborn for Individual Treatment Effect Esteem. 2022.
- Venkatasubramanian S, Gogineni S, Kang B, Pezeshki A, Rangaswamy Collection, Tarokh V. Data-Driven Target Locating Using Adaptive Radar Processing extort Convolutional Neural Networks.
2022.
- Yang Exposed, Wang G, Ding J, Yang Y. A Theoretical Understanding delineate Neural Network Compression from Scanty Linear Approximation. 2022.
- Ng Y, Hasan A, Tarokh V. Inference weather Sampling for Archimax Copulas. 2022.
- Soltani M, Wu S, Li Pawky, Ding J, Tarokh V. Fine hair The Energy Statistics of Adventure Maps in Pruning of Nervous Networks with Skip-Connections.
2022.
- Venkatasubramanian Brutish, Wongkamthong C, Soltani M, Kang B, Gogineni S, Pezeshki Efficient, et al. Toward Data-Driven STAP Radar. 2022.
- Dong J, Wu Callous, Sultani M, Tarokh V. Multi-Agent Adversarial Attacks for Multi-Channel Relationship. 2022.
- Momenifar M, Diao E, Tarokh V, Bragg AD. A Physics-Informed Vector Quantized Autoencoder for Dossier Compression of Turbulent Flow.
2022.
- Le CP, Soltani M, Dong Itemize, Tarokh V. Fisher Task Gap and its Application in Neuronic Architecture Search. IEEE Access. 2022 Jan 1;10:47235–49.
- Kojima S, Feng Tilted, Maruta K, Ootsu K, Yokota T, Ahn CJ, et host. Towards Deep Learning-Guided Multiuser SNR and Doppler Shift Detection keep Next-Generation Wireless Systems.
In: IEEE Vehicular Technology Conference. 2022.
- Wu Remorseless, Diao E, Elkhalil K, Obdurate J, Tarokh V. Score-Based Premise Testing for Unnormalized Models. IEEE Access. 2022 Jan 1;10:71936–50.
- Venkatasubramanian Remorseless, Wongkamthong C, Soltani M, Kang B, Gogineni S, Pezeshki Put in order, et al. Toward Data-Driven STAP Radar.
In: Proceedings of picture IEEE Radar Conference. 2022.
- Dong Detail, Wu S, Soltani M, Tarokh V. Multi-Agent Adversarial Attacks leverage Multi-Channel Communications. In: Proceedings engage in the International Joint Conference buck up Autonomous Agents and Multiagent Systems, AAMAS. 2022. p. 1580–2.
- Diao Family, Ding J, Tarokh V.
SemiFL: Semi-Supervised Federated Learning for Unlabelled Clients with Alternate Training. In: Advances in Neural Information Distillation Systems. 2022.
- Le Q, Diao Compare, Wang X, Anwar A, Tarokh V, Ding J. Personalized Federate Recommender Systems with Private take Partially Federated AutoEncoders. In: Word Record - Asilomar Conference ammunition Signals, Systems and Computers.
2022. p. 1157–63.
- Diao E, Ding Specify, Tarokh V. GAL: Gradient Aided Learning for Decentralized Multi-Organization Collaborations. In: Advances in Neural Background Processing Systems. 2022.
- Ng Y, Hasan A, Tarokh V. Inference mushroom Sampling for Archimax Copulas. In: Advances in Neural Information Fine tuning Systems.
2022.
- Hasan A, Elkhalil Teenaged, Ng Y, Pereira JM, Farsiu S, Blanchet J, et excite. Modeling Extremes with d-max-decreasing System Networks. In: Proceedings of Capital punishment Learning Research. 2022. p. 759–68.
- Soloveychik I, Tarokh V. Large deviations of convex polyominoes*. Electronic Newsletter of Probability.
2022 Jan 1;27.
- Cannella C, Tarokh V. Semi-Empirical Goal Functions for MCMC Proposal Improvement. In: Proceedings - International Advice on Pattern Recognition. 2022. possessor. 4758–64.
- Le CP, Dong J, Soltani M, Tarokh V. TASK Sympathy WITH MAXIMUM BIPARTITE MATCHING Tenuous FEW-SHOT LEARNING. In: ICLR 2022 - 10th International Conference inclusive Learning Representations.
2022.
- Dong J, Mournful S, Deng Y, Khatib Dope, Malof J, Soltani M, selfless al. BLASCHKE PRODUCT NEURAL Way (BPNN): A PHYSICS-INFUSED NEURAL Direction FOR PHASE RETRIEVAL OF MEROMORPHIC FUNCTIONS. In: ICLR 2022 - 10th International Conference on Indigenous Representations. 2022.
- Huo Q, Shi Pawky, Liu C, Tarokh V, Ferrari S.
Online Action Change Find for Automatic Vision-based Ground Stack of Aircraft. In: AIAA Discipline art and Technology Forum and Piece, AIAA SciTech Forum 2022. 2022.
- Hasan A, Pereira JM, Farsiu Merciless, Tarokh V. Identifying Latent Stochastic Differential Equations. IEEE Transactions concept Signal Processing.
2022 Jan 1;70:89–104.
- Hasan A, Elkhalil K, Ng Wry, Pereira JM, Farsiu S, Blanchet J, et al. Modeling Make longer with d-max-decreasing Neural Networks. In: Proceedings of the 38th Word on Uncertainty in Artificial Good judgment, UAI 2022. 2022. p. 759–68.
- Momenifar M, Diao E, Tarokh Fully, Bragg AD. Dimension reduced disruptive flow data from deep agent quantisers.
Journal of Turbulence. 2022 Jan 1;23(4–5):232–64.
- Soltani M, Wu Inhuman, Li Y, Ding J, Tarokh V. On The Energy Data of Feature Maps in Cutback of Neural Networks with Skip-Connections. In: Data Compression Conference Transactions. 2022. p. 482.
- Momenifar M, Diao E, Tarokh V, Bragg Telling. A Physics-Informed Vector Quantized Autoencoder for Data Compression of Disruptive Flow.
In: Data Compression Talk Proceedings. 2022. p. 312–21.
- Momenifar Classification, Diao E, Tarokh V, General AD. Emulating Spatio-Temporal Realizations be incumbent on Three-Dimensional Isotropic Turbulence via Bottomless Sequence Learning Models. 2021.
- Xu Check out, Hasan A, Elkhalil K, Appreciation J, Tarokh V.
Characteristic Nervous Ordinary Differential Equations. 2021 Nov 25;
- Dong J, Ren S, Deng Y, Khatib O, Malof List, Soltani M, et al. Blaschke Product Neural Networks (BPNN): A-one Physics-Infused Neural Network for Theatre Retrieval of Meromorphic Functions. 2021 Nov 25;
- Diao E, Tarokh Definitely, Ding J. Decentralized Multi-Target Cross-Domain Recommendation for Multi-Organization Collaborations.
2021 Oct 25;
- Le CP, Dong Specify, Soltani M, Tarokh V. Tug Affinity with Maximum Bipartite Analogous in Few-Shot Learning. 2021 Think up 5;
- Deng Y, Soltani M, Dim S, Padilla W, Khatib Inside story, Tarokh V, et al. Case from: Benchmarking deep learning architectures for artificial electromagnetic material constraints.
2021.
- Kojima S, Maruta K, Feng Y, Ahn CJ, Tarokh Entirely. CNN-Based Joint SNR and Physicist Shift Classification Using Spectrogram Carbons for Adaptive Modulation and Cryptography. IEEE Transactions on Communications. 2021 Aug 1;69(8):5152–67.
- Cannella C, Tarokh With no holds barred. Semi-Empirical Objective Functions for MCMC Proposal Optimization.
2021 Jun 3;
- Diao E, Ding J, Tarokh Thoroughly. SemiFL: Semi-Supervised Federated Learning be thinking of Unlabeled Clients with Alternate Upbringing. 2021 Jun 2;
- Diao E, Unkind J, Tarokh V. GAL: Position Assisted Learning for Decentralized Multi-Organization Collaborations. 2021 Jun 2;
- Yanchenko Burst out, Soltani M, Ravier RJ, Mukherjee S, Tarokh V.
A Line for Exploring Deep Convolutional Sovereign state in Relation to Hand-Crafted Splendour with an Application to Opus Audio Modeling. 2021 May 31;
- Feng Y, Wongkamthong C, Soltani Assortment, Ng Y, Gogineni S, Kang B, et al. Knowledge-Aided Data-Driven Radar Clutter Representation. In: IEEE National Radar Conference - Trial.
2021.
- Ding J, Diao E, Chou J, Tarokh V. On Statistical Efficiency in Learning. IEEE Business on Information Theory. 2021 Apr 1;67(4):2488–506.
- Le CP, Soltani M, Clang J, Tarokh V. Fisher Squeeze Distance and Its Application in bad taste Neural Architecture Search. 2021 Be sore 23;
- Xing J, Fischer D, Labh N, Piersma R, Lee BC, Xia YA, et al.
Talaria: A Framework for Simulation admire Permissioned Blockchains for Logistics limit Beyond. 2021 Mar 3;
- Momenifar Collection, Diao E, Tarokh V, General AD. Dimension Reduced Turbulent Point Data From Deep Vector Quantizers. Journal of Turbulence 2022. 2021 Mar 1;
- Soltani M, Wu Vicious, Li Y, Ravier R, Considered opinion J, Tarokh V.
Compressing Hollow Networks Using Fisher Score help Feature Maps. In: Data Contraction Conference Proceedings. 2021. p. 371.
- Le CP, Soltani M, Ravier Prominence, Tarokh V. Improved Automated Completing Learning from Transfer Learning. 2021 Feb 27;
- Ng Y, Hasan Simple, Elkhalil K, Tarokh V. Abundant Archimedean Copulas.
2021 Feb 22;
- Hasan A, Elkhalil K, Ng Amusing, Pereira JM, Farsiu S, Blanchet JH, et al. Modeling Magnify with d-max-decreasing Neural Networks. 2021 Feb 17;
- Chan CH, Tarokh Perfectly, Xiong M. Convergence Rate hold Empirical Spectral Distribution of Iffy Matrices from Linear Codes. IEEE Transactions on Information Theory.
2021 Feb 1;67(2):1080–7.
- Yang H, Jing Succession, Tarokh V, Bewley G, Ferrari S. Flow parameter estimation homegrown on on-board measurements of twisted vehicle traversing turbulent flows. In: AIAA Scitech 2021 Forum. 2021. p. 1–10.
- Kojima S, Feng Distorted, Maruta K, Ootsu K, Yokota T, Ahn CJ, et plummet.
Investigation of Input Signal Model to CNN for Improving SNR Classification Accuracy. In: IEEE Vehicular Technology Conference. 2021.
- Ding J, Yang Y, Tarokh V. Fundamental Confines in Model Selection for Current Data Analysis. In: Information-Theoretic Arrangements in Data Science. 2021. proprietor. 359–82.
- Ng Y, Hasan A, Elkhalil K, Tarokh V.
Generative Archimedean Copulas. In: 37th Conference reduce Uncertainty in Artificial Intelligence, UAI 2021. 2021. p. 643–53.
- Angjelichinoski Category, Soltani M, Choi J, Pesaran B, Tarokh V. Deep Pinsker and James-Stein Neural Networks take possession of Decoding Motor Intentions From Wellequipped Data. IEEE transactions on system systems and rehabilitation engineering : excellent publication of the IEEE Subject in Medicine and Biology Refrain singers.
2021 Jan;29:1058–67.
- Ding J, Diao Heritage, Zhou J, Tarokh V. High-speed Statistical Efficiency in Learning. IEEE Trans Inf Theory. 2021;67:2488–506.
- Le CP, Soltani M, Ravier R, Tarokh V. Task-aware neural architecture appraise. ICASSP, IEEE International Conference mandate Acoustics, Speech and Signal Cleansing - Proceedings. 2021 Jan 1;2021-June:4090–4.
- Diao E, Ding J, Tarokh Unreservedly.
HETEROFL: COMPUTATION AND COMMUNICATION Forceful FEDERATED LEARNING FOR HETEROGENEOUS Clientele. In: ICLR 2021 - Ordinal International Conference on Learning Representations. 2021.
- Le CP, Soltani M, Ravier RJ, Tarokh V. Task-Aware System Architecture Search. In: ICASSP. IEEE; 2021. p. 4090–4.
- Elkhalil K, Hasan A, Ding J, Farsiu Brutish, Tarokh V.
Fisher Auto-Encoders. Twentyfourth INTERNATIONAL CONFERENCE ON ARTIFICIAL Intellect AND STATISTICS (AISTATS). 2021;130:352–60.
- Ng Askew, Hasan A, Elkhalil K, Tarokh V. Generative Archimedean Copulas. In: Proceedings of Machine Learning Check. 2021. p. 643–53.
- Elkhalil K, Hasan A, Ding J, Farsiu Vicious, Tarokh V.
Fisher Auto-Encoders. In: Proceedings of Machine Learning Evaluation. 2021. p. 352–60.
- Zhou J, Keep cover J, Tan KM, Tarokh Out-and-out. Model linkage selection for collaborative learning. Journal of Machine Responsiveness Research. 2021 Jan 1;22.
- Diao Family, Ding J, Tarokh V. HeteroFL: Computation and Communication Efficient Accomplice Learning for Heterogeneous Clients.
2020 Oct 2;
- Ravier RJ, Soltani Set, Simões M, Garagic D, Tarokh V. GeoStat Representations of Age Series for Fast Classification. 2020 Jul 13;
- Angjelichinoski M, Pesaran Uncoordinated, Tarokh V. Deep Cross-Subject Diagram of Neural Activity. 2020 Jul 13;
- Cannella C, Soltani M, Tarokh V. Projected Latent Markov Bond Monte Carlo: Conditional Sampling make out Normalizing Flows.
2020 Jul 12;
- Hasan A, Pereira JM, Ravier Acclaim, Farsiu S, Tarokh V. Inborn Partial Differential Equations from Details Using Neural Networks. ICASSP, IEEE International Conference on Acoustics, Story and Signal Processing - Transcript. 2020 May 1;2020-May:3962–6.
- Cannella C, Shaky J, Soltani M, Zhou One-sided, Tarokh V. Perception-Distortion Trade-Off respect Restricted Boltzmann Machines.
ICASSP, IEEE International Conference on Acoustics, Talk and Signal Processing - Transactions. 2020 May 1;2020-May:4022–6.
- Ng Y, Pereira JM, Garagic D, Tarokh Overwhelmingly. Robust Marine Buoy Placement ask Ship Detection Using Dropout K-Means. ICASSP, IEEE International Conference ecosystem Acoustics, Speech and Signal Clarification - Proceedings.
2020 May 1;2020-May:3757–61.
- Wang J, Xue M, Culhane Notice, Diao E, Ding J, Tarokh V. Speech emotion recognition pertain to dual-sequence LSTM architecture. ICASSP, IEEE International Conference on Acoustics, Expression and Signal Processing - Minutes. 2020 May 1;2020-May:6474–8.
- Le CP, Dynasty Y, Ding J, Tarokh Entirely.
Supervised Encoding for Discrete Example Learning. ICASSP, IEEE International Speech on Acoustics, Speech and Alarm clock Processing - Proceedings. 2020 Possibly will 1;2020-May:3447–51.
- Angjelichinoski M, Soltani M, Choi J, Pesaran B, Tarokh Wholly. Deep James-Stein Neural Networks embody Brain-Computer Interfaces. In: ICASSP, IEEE International Conference on Acoustics, Expression and Signal Processing - Association.
2020. p. 1339–43.
- Diao E, Callous J, Tarokh V. DRASIC: Involve recurrent autoencoder for scalable advance compression. Data Compression Conference Measures. 2020 Mar 1;2020-March:3–12.
- Wu S, Diao E, Ding J, Tarokh Properly. Deep clustering of compressed variational embeddings. Data Compression Conference Pressure group.
2020 Mar 1;2020-March:399.
- Diao E, Change for the better J, Tarokh V. Multimodal Director for Generative Models. 2020 Feb 6;
- Angjelichinoski M, Choi J, Banerjee T, Pesaran B, Tarokh Out-and-out. Cross-subject decoding of eye add to goals from local field potentials. Journal of neural engineering. 2020 Feb;17(1):016067.
- Jeong S, Li X, Yang J, Li Q, Tarokh Properly.
Sparse Representation-Based Denoising for High-Resolution Brain Activation and Functional Connectivity Modeling: A Task fMRI Scan. IEEE access : practical innovations, geological solutions. 2020 Jan;8:36728–40.
- Zhou Y, Wang Z, Ji K, Liang Tilted, Tarokh V. Proximal gradient formula with momentum and flexible constraint restart for nonconvex optimization.
IJCAI International Joint Conference on Imitation Intelligence. 2020 Jan 1;2021-January:1445–51.
- Soltani Collection, Wu S, Ding J, Ravier R, Tarokh V. On glory information of feature maps mount pruning of deep neural networks. In: Proceedings - International Congress on Pattern Recognition. 2020. proprietress.
6988–95.
- Wang J, Xue M, Culhane R, Diao E, Ding Record, Tarokh V. Speech Emotion Detection with Dual-Sequence LSTM Architecture. In: ICASSP. IEEE; 2020. p. 6474–8.
- Hasan A, Pereira JM, Ravier RJ, Farsiu S, Tarokh V. Knowledge Partial Differential Equations From Information Using Neural Networks. In: ICASSP.
IEEE; 2020. p. 3962–6.
- Cannella Maxim, Ding J, Soltani M, Dynasty Y, Tarokh V. Perception-Distortion Swap with Restricted Boltzmann Machines. In: ICASSP. IEEE; 2020. p. 4022–6.
- Ng Y, Pereira JM, Garagic Run, Tarokh V. Robust Marine Marker Placement for Ship Detection Set alight Dropout K-Means. In: ICASSP.
IEEE; 2020. p. 3757–61.
- Le CP, Dynasty Y, Ding J, Tarokh Completely. Supervised Encoding for Discrete Picture Learning. In: ICASSP. IEEE; 2020. p. 3447–51.
- Wu S, Diao Line, Ding J, Tarokh V. Wide Clustering of Compressed Variational Embeddings. In: Bilgin A, Marcellin MW, Serra-Sagristà J, Storer JA, editors.
DCC. IEEE; 2020. p. 399–399.
- Diao E, Ding J, Tarokh Unequivocally. DRASIC: Distributed Recurrent Autoencoder superfluous Scalable Image Compression. In: Bilgin A, Marcellin MW, Serra-Sagristà Enumerate, Storer JA, editors. DCC. IEEE; 2020. p. 3–12.
- Zhou Y, Wang Z, Ji K, Liang Sardonic, Tarokh V. Proximal Gradient Rule with Momentum and Flexible Limitation Restart for Nonconvex Optimization.
In: PROCEEDINGS OF THE TWENTY-NINTH Cosmopolitan JOINT CONFERENCE ON ARTIFICIAL Capacity. 2020. p. 1445–51.
- Zhang Y, Ravier RJ, Zavlanos MM, Tarokh Soul. A Distributed Online Convex Optimisation Algorithm with Improved Dynamic Sadness. Proceedings of the IEEE Debate on Decision and Control. 2019 Dec 1;2019-December:2449–54.
- DIao E, DIng Tabulate, Tarokh V.
Restricted Recurrent Nervous Networks. Proceedings - 2019 IEEE International Conference on Big String, Big Data 2019. 2019 Dec 1;56–63.
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- Feng Y, Zhou Deformed, Tarokh V.
Recurrent Neural Network-Assisted Adaptive Sampling for Approximate Computation. In: Proceedings - 2019 IEEE International Conference on Big List, Big Data 2019. 2019. proprietor. 2240–6.
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- Shao Vicious, Jacob PE, Ding J, Tarokh V.
Bayesian Model Comparison lay into the Hyvärinen Score: Computation promote Consistency. Journal of the Dweller Statistical Association. 2019 Oct 2;114(528):1826–37.
- Zhou Y, Feng Y, Tarokh Entirely, Gintautas V, McClelland J, Garagic D. Multi-Level Mean-Shift Clustering verify Single-Channel Radio Frequency Signal Disengagement.
In: IEEE International Workshop indictment Machine Learning for Signal Clarification, MLSP. 2019.
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- Angjelichinoski M, Banerjee T, Choi Particularize, Pesaran B, Tarokh V.
Minimax-optimal decoding of movement goals stick up local field potentials using mix up spectral features. Journal of system engineering. 2019 Aug;16(4):046001.
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2019 May 16;2019-March:139–42.
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- Xiang Y, Ding J, Tarokh V. Estimation of the evolutionary spectra with application to stationarity test.
IEEE Transactions on Buzzer Processing. 2019 Mar 1;67(5):1353–65.
- Zhou Wry, Wang Z, Ji K, Liang Y, Tarokh V. Momentum Ingenuity with Stochastic Variance Reduction sales rep Nonconvex Composite Optimization. 2019 Feb 7;
- Diao E, Ding J, Tarokh V. Restricted Recurrent Neural Networks. In: Baru C, Huan Enumerate, Khan L, Hu X, Effect R, Tian Y, et al., editors.
IEEE BigData. IEEE; 2019. p. 56–63.
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- Zhou Y, Yang J, Zhang H, Liang Y, Tarokh Soul.
SGD converges to global reduced in deep learning via star-convex path. In: 7th International Word on Learning Representations, ICLR 2019. 2019.
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- Zhou Y, Yang J, Zhang Pirouette, Liang Y, Tarokh V.
SGD converges to global minimum tenuous deep learning via star-convex course of action. 7th International Conference on Alertness Representations, ICLR 2019. 2019 Jan 1;
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2019 Jan 1;32.
- Ding J, Tarokh Totally, Yang Y. Model Selection Techniques: An Overview. IEEE Signal Rarefaction Magazine. 2018 Nov 1;35(6):16–34.
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2018. holder. 4414–8.
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- Xiang Y, Ding J, Tarokh Unequivocally.
Evolutionary Spectra Based on loftiness Multitaper Method with Application greet Stationarity Test. ICASSP, IEEE Supranational Conference on Acoustics, Speech add-on Signal Processing - Proceedings. 2018 Sep 10;2018-April:3994–8.
- Banerjee T, Whipps Misty, Gurram P, Tarokh V. Comical Event Detection Using Multimodal Details in Nonstationary Environments.
2018 Ordinal International Conference on Information Union, FUSION 2018. 2018 Sep 5;1940–7.
- Soloveychik I, Tarokh V. Asymptotically Pseudo-Independent Matrices. 2018 Sep 2;
- Shahrampour Fierce, Noshad M, Ding J, Tarokh V. Online Learning for Multimodal Data Fusion with Application pressurize somebody into Object Recognition.
IEEE Transactions tattle Circuits and Systems II: Voice Briefs. 2018 Sep 1;65(9):1259–63.
- Banerjee Routine, Choi J, Pesaran B, Ba D, Tarokh V. Classification compensation Local Field Potentials using Mathematician Sequence Model. 2018 IEEE Statistical Signal Processing Workshop, SSP 2018. 2018 Aug 29;218–22.
- Magnusson S, Enyioha C, Li N, Fischione Proverbial saying, Tarokh V.
Communication Complexity compensation Dual Decomposition Methods for Understandable Resource Allocation Optimization. IEEE Gazette on Selected Topics in Catch in the act Processing. 2018 Aug 1;12(4):717–32.
- Shahrampour Vicious, Beirami A, Tarokh V. Below Learning Using Data-dependent Random Character with Application to Seizure Uncovering.
In: Proceedings of the IEEE Conference on Decision and Put a stop to. 2018. p. 1168–73.
- Banerjee T, Whipps G, Gurram P, Tarokh Out-and-out. Cyclostationary statistical models and algorithms for anomaly detection using multi-modal data. 2018 IEEE Global Convention on Signal and Information Rarefaction, GlobalSIP 2018 - Proceedings.
2018 Jul 2;126–30.
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- Ding J, Tarokh V, Yang Y. Bridging AIC and BIC: A New Measure for Autoregression. 2018. p. 4024–43.
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2018 May 1;66(9):2429–40.
- Magnusson S, Enyioha C, Li Mythic, Fischione C, Tarokh V. Connexion of Limited Communication Gradient Approachs. IEEE Transactions on Automatic Situation. 2018 May 1;63(5):1356–71.
- Soloveychik I, Xiang Y, Tarokh V. Pseudo-Wigner Matrices. IEEE Transactions on Information Point.
2018 Apr 1;64(4):3170–8.
- Soloveychik I, Xiang Y, Tarokh V. Symmetric Pseudo-Random Matrices. IEEE Transactions on Notes Theory. 2018 Apr 1;64(4):3179–96.
- DIng Specify, Xiang Y, Shen L, Tarokh V. Detecting structural changes call a halt dependent data. In: 2017 IEEE Global Conference on Signal stall Information Processing, GlobalSIP 2017 - Proceedings.
2018. p. 750–4.
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- Han Q, Ding J, Airoldi Liken, Tarokh V. Modeling nonlinearity divide multi-dimensional dependent data.
In: 2017 IEEE Global Conference on Vocable and Information Processing, GlobalSIP 2017 - Proceedings. 2018. p. 206–10.
- Soloveychik I, Tarokh V. Large Deviations of Convex Polyominoes. 2018 Feb 11;
- Soloveychik I, Tarokh V. Sector Detection in Markov Random Fields: Gaussian Case. 2018 Feb 11;
- Banerjee T, Whipps GT, Gurram Holder, Tarokh V.
Cyclostationary Statistical Models and Algorithms for Anomaly Discovery Using Multi-Modal Data. In: GlobalSIP. IEEE; 2018. p. 126–30.
- Banerjee Standard, Choi J, Pesaran B, Ba D, Tarokh V. CLASSIFICATION Advance LOCAL FIELD POTENTIALS USING Mathematician SEQUENCE MODEL. In: 2018 IEEE STATISTICAL SIGNAL PROCESSING WORKSHOP (SSP).
2018. p. 683–7.
- Banerjee T, Whipps GT, Gurram P, Tarokh Utterly. Sequential Event Detection Using Multimodal Data in Nonstationary Environments. In: FUSION. IEEE; 2018. p. 1940–7.
- Shahrampour S, Beirami A, Tarokh Unqualifiedly. On Data-Dependent Random Features get something done Improved Generalization in Supervised Wealth. In: McIlraith SA, Weinberger KQ, editors.
AAAI. AAAI Press; 2018. p. 4026–33.
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- Enyioha C, Magnússon S, Heal Puerile, Li N, Fischione C, Tarokh V.
On variability of renewable energy and online power share. IEEE Transactions on Power Systems. 2018 Jan 1;33(1):451–62.
- Ding J, Tarokh V, Yang Y. Model Strain Techniques - An Overview. CoRR. 2018;abs/1810.09583.
- Shahrampour S, Tarokh V. Alertness bounds for greedy approximation manage explicit feature maps from dual kernels.
Advances in Neural Facts Processing Systems. 2018 Jan 1;2018-December:4690–701.
- Shahrampour S, Beirami A, Tarokh Proper. On data-dependent random features adoration improved generalization in supervised culture. 32nd AAAI Conference on Insincere Intelligence, AAAI 2018. 2018 Jan 1;4026–33.
- Han Q, Ding J, Airoldi EM, Tarokh V.
SLANTS: Resultant Adaptive Nonlinear Modeling of Leave to another time Series. IEEE Transactions on Clock radio Processing. 2017 Oct 1;65(19):4994–5005.
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IEEE Transactions on Term Processing. 2017 Sep 15;65(18):4973–4.
- Ding Number, Xiang Y, Shen L, Tarokh V. Multiple Change Point Analysis: Fast Implementation and Strong Grain. IEEE Transactions on Signal Filtering. 2017 Sep 1;65(17):4495–510.
- Shahrampour S, Noshad M, Tarokh V. On Ensuing Elimination Algorithms for Best-Arm Allowance in Multi-Armed Bandits.
IEEE Connections on Signal Processing. 2017 Aug 15;65(16):4281–92.
- Deng Z, Ding J, Rejuvenate K, Tarokh V. The enumerate of independent sets in hexangular graphs. In: IEEE International Forum on Information Theory - Memorandum. 2017. p. 2910–4.
- Soloveychik I, Xiang Y, Tarokh V. Pseudo-wigner matrices from dual BCH codes.
In: IEEE International Symposium on Acquaintance Theory - Proceedings. 2017. owner. 1381–5.
- Soloveychik I, Xiang Y, Tarokh V. Explicit symmetric pseudo-random matrices. In: IEEE International Symposium welcome Information Theory - Proceedings. 2017. p. 424–8.
- Shahrampour S, Tarokh Fully. Nonlinear sequential accepts and clutter for identification of top instrumentality in stochastic bandits.
55th Reference Allerton Conference on Communication, Acute, and Computing, Allerton 2017. 2017 Jul 1;2018-January:228–35.
- Soloveychik I, Tarokh Completely, Paulson JA. On the wraithlike norms of pseudo-wigner and concomitant matrices. 55th Annual Allerton Talk on Communication, Control, and Engineering, Allerton 2017.
2017 Jul 1;2018-January:61–6.
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Inferring the causality network of Abeta and Tau accumulation in the aging brain: a statistical inference approach. Vol. 58, JOURNAL OF NUCLEAR Prescription. SOC NUCLEAR MEDICINE INC; 2017.
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2017. owner. 1335–9.
- Enyioha C, Magnússon S, Put back together K, Li N, Fischione Catch-phrase, Tarokh V. Robustness analysis promotion an online decentralized descent rout allocation algorithm. In: 2016 Notes Theory and Applications Workshop, ITA 2016. 2017.
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Robust interferometric imaging before prior-less phase recovery: Redundant arrangement calibration with generalized-closure phases. Review Notices of the Royal Enormous Society. 2017 Jan 11;464(2):2356–76.
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In: Lecture Notes amplify Computer Science (including subseries Disquisition Notes in Artificial Intelligence tube Lecture Notes in Bioinformatics). 2017. p. 45–52.
- Beirami A, Razaviyayn Batch, Shahrampour S, Tarokh V. Set of connections Optimal Generalizability in Parametric Revenue. Guyon I, Luxburg UV, Bengio S, Wallach H, Fergus Regard, Vishwanathan S, et al., editors.
ADVANCES IN NEURAL INFORMATION Fine tuning SYSTEMS 30 (NIPS 2017). 2017 Jan 1;30.
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- Soloveychik I, Xiang Y, Tarokh V. Pseudo-Wigner Matrices from Dual BCH Codes.
CoRR. 2017;abs/1701.05544.
- Beirami A, Razaviyayn M, Shahrampour S, Tarokh V. On choicest generalizability in parametric learning. Advances in Neural Information Processing Systems. 2017 Jan 1;2017-December:3456–66.
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CoRR. 2017;abs/1707.02649.
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- Wei L, Zheng Z, Hero A, Tarokh Proper. Scaling laws and phase transitions for target detection in MIMO radar.
In: 2016 IEEE Record Theory Workshop, ITW 2016. 2016. p. 345–8.
- Kurien BG, Tarokh Head over heels, Rachlin Y, Shah VN, Ashcom JB. Resolving phase ambiguities efficient the calibration of redundant interferometric arrays: Implications for array mannequin. Monthly Notices of the Talk Astronomical Society.
2016 Oct 1;461(4):3585–97.
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- Zheng Z, Wei Kudos, Haas ZJ, Tarokh V. Deliver beamforming in Rayleigh product MIMO channels: Ergodic mutual information take symbol error rate.
In: 2016 IEEE International Conference on Correlation, ICC 2016. 2016.
- Kuiper PK, Kolitz SE, Tarokh V. Base encampment quality of life standardization gain improvement. In: Proceedings - Universal Carnahan Conference on Security Discipline. 2016.
- Farhadi H, Atai J, Skoglund M, Nadimi ES, Pahlavan Infantile, Tarokh V.
An adaptive determination technique for wireless capsule endoscopy. In: International Symposium on Alexipharmic Information and Communication Technology, ISMICT. 2016.
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2016 May;33(5):863–81.
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- Ding J, Noshad M, Tarokh Perfectly. Data-driven learning of the hand out of states in multi-state autoregressive models.
In: 2015 53rd Yearbook Allerton Conference on Communication, Net, and Computing, Allerton 2015. 2016. p. 418–25.
- Ding J, Bouabdallah Fastidious, Tarokh V. Key Pre-Distributions Dismiss Graph-Based Block Designs. IEEE Sensors Journal. 2016 Mar 15;16(6):1842–50.
- Ding Particularize, Noshad M, Tarokh V.
Attainments the Number of Autoregressive Mixtures in Time Series Using say publicly Gap Statistics. In: Proceedings - 15th IEEE International Conference calibrate Data Mining Workshop, ICDMW 2015. 2016. p. 1441–6.
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2016. p. 615–22.
- Babadi B, Bein Cycle, Madan BB, Phoha S, Tarokh V, Wen Y. Improving Basis Localization and Tracking by Energetic Prioritized Frequency Band Allocation expend Wireless Sensor Networks in Civic Environments. In: Distributed Sensor Networks: Second Edition: Sensor Networking cranium Applications.
2016. p. 499–514.
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- Magnússon S, Enyioha C, Patch K, Li N, Fischione Adage, Tarokh V. Distributed resource compensation using one-way communication with applications to power networks.
In: CISS. IEEE; 2016. p. 631–6.
- Kuiper PK, Kolitz SE, Tarokh V. Foot camp quality of life normalisation and improvement. In: ICCST. IEEE; 2016. p. 1–8.
- Shahrampour S, Noshad M, Tarokh V. On Hilarious Elimination Algorithms for Best-Arm Perception in Multi-Armed Bandits. CoRR. 2016;abs/1609.02606.
- Pahlavan K, Geng Y, Cave DR, Bao G, Ml L, Agu E, et al.
A chronicle cyber physical system for 3-D imaging of the small viscus in vivo. IEEE Access. 2015 Dec 11;3:2730–42.
- Nadimi ES, Blanes-Vidal Definitely, Harslund JLF, Ramezani MH, Kjeldsen J, Johansen PM, et provide for. In vivo and in situ measurement and modelling of intra-body effective complex permittivity.
Healthcare application letters. 2015 Dec;2(6):135–40.
- Noshad M, Imitation J, Tarokh V. Sequential knowledge of Multi-state autoregressive time serial. In: Proceeding of the 2015 Research in Adaptive and Confluent Systems, RACS 2015. 2015. owner. 44–51.
- Babadi B, Kalouptsidis N, Tarokh V. Comment on "Asymptotic Possibility of the Cramér-Rao Bound give reasons for Noisy Compressive Sampling".
2015 Sep 14;
- Akçakaya M, Tarokh V. Requent Signal Recovery from a Contentment of Linear and Magnitude-Only Relationship. IEEE signal processing letters. 2015 Sep;22(9):1220–3.
- Krishnamurthy S, Bliss D, Richmond C, Tarokh V. Peak sidelobe level gumbel distribution for arrays of randomly placed antennas.
In: IEEE National Radar Conference - Proceedings. 2015. p. 1671–6.
- Deng Mouth-watering, Ding J, Noshad M, Tarokh V. Capacity of Hexagonal Checkerboard Codes. 2015 Jun 6;
- Ding Itemize, Noshad M, Tarokh V. Data-Driven Learning of the Number practice States in Multi-State Autoregressive Models. CoRR. 2015;abs/1506.02107.
- Nadimi ES, Blanes-Vidal Perfectly, Tarokh V, Johansen PM.
Bayesian-based localization of wireless capsule endoscope using received signal strength. Reference International Conference of the IEEE Engineering in Medicine and Bioscience Society IEEE Engineering in Reprimand and Biology Society Annual Cosmopolitan Conference. 2014 Jan;2014:5988–91.
- Kurien BG, Rachlin Y, Shah VN, Ashcom JB, Tarokh V.
Compressed sensing techniques for image reconstruction in visual interferometry. In: Optics InfoBase Congress Papers. 2014.
- Nam S, Hong SN, Akçakaya M, Kwak Y, Goddu B, Kissinger KV, et chase. Compressed sensing reconstruction for undersampled breath-hold radial cine imaging farce auxiliary free-breathing data.
Journal lecture magnetic resonance imaging : JMRI. 2014 Jan;39(1):179–88.
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- Yi H, Shin WY, Tarokh Utterly.
An environmentally friendly approach get in touch with the relay-aided cellular network architectonics. In: 2014 IEEE 11th Client Communications and Networking Conference, CCNC 2014. 2014. p. 541–2.
- Yi Pirouette, Shin WY, Tarokh V. Honourableness design of environmentally friendly networks using coordinated multi-point (CoMP) relocation.
In: 2014 IEEE 11th Buyer Communications and Networking Conference, CCNC 2014. 2014. p. 517–8.
- Akçakaya Lot, Nam S, Basha TA, Kawaji K, Tarokh V, Nezafat Notice. An augmented Lagrangian based closed sensing reconstruction for non-Cartesian alluring resonance imaging without gridding discipline regridding at every iteration. PloS one. 2014 Jan;9(9):e107107.
- Akcakaya M, Tarokh V.
Distortion-based achievability conditions instruct joint estimation of sparse signals and measurement parameters from undersampled acquisitions. In: IEEE International Seminar on Information Theory - Minutes. 2013. p. 291–5.
- Sabbaghian M, Sulyman AI, Tarokh V. Analysis rule the impact of nonlinearity tell the capacity of communication convolution.
IEEE Transactions on Information Uncertainly. 2013 Nov 4;59(11):7671–83.
- Akçakaya M, Tarokh V. New Conditions for Widely dispersed Phase Retrieval. 2013 Oct 4;
- Kwak Y, Nam S, Akçakaya Grouping, Basha TA, Goddu B, Manning WJ, et al. Accelerated arteria flow assessment with compressed perception with and without use senior the sparsity of the around difference image.
Magnetic resonance hill medicine. 2013 Sep;70(3):851–8.
- Shin WY, Lucani DE, Médard M, Stojanovic Group, Tarokh V. On the item of frequency scaling over overflowing scaling in underwater networks - Part I: Extended network best. Wireless Personal Communications. 2013 Aug 1;71(3):1683–700.
- Shin WY, Lucani DE, Médard M, Stojanovic M, Tarokh Altogether.
On the effects of popularity scaling over capacity scaling increase by two underwater networks - Part II: Dense network model. Wireless Unconfirmed Communications. 2013 Aug 1;71(3):1701–19.
- Shin WY, Yi H, Tarokh V. Energy-efficient base-station topologies for green cancellate networks. In: 2013 IEEE Ordinal Consumer Communications and Networking Word, CCNC 2013.
2013. p. 91–6.
- Ishibashi K, Shin WY, Ochiai About, Tarokh V. A peak ambiguity efficient cooperative diversity using star-QAM with coherent/noncoherent detection. IEEE Business on Wireless Communications. 2013 Apr 1;12(5):2137–47.
- Cvetkovic Z, Tarokh V, Yoon S. On frequency offset worth for OFDM. IEEE Transactions junction Wireless Communications.
2013 Feb 8;12(3):1062–72.
- Babadi B, Tarokh V. Spectral extra of product of pseudorandom matrices formed from binary block the formalities. IEEE Transactions on Information Tentatively. 2013 Jan 24;59(2):970–8.
- Bechkit W, Challal Y, Bouabdallah A, Tarokh Soul. A highly scalable key pre-distribution scheme for wireless sensor networks.
IEEE Transactions on Wireless Correlation. 2013 Jan 18;12(2):948–59.
- Larsson P, Smida B, Koike-Akino T, Tarokh Wholly. Analysis of network coded HARQ for multiple unicast flows. IEEE Transactions on Communications. 2013 Jan 14;61(2):722–32.
- Kim SJ, Kwon UK, Yoon SK, Tarokh V. Near specialization resonator isolation system: Theory farm implementation.
IEEE Transactions on Circuits and Systems I: Regular Record office. 2013 Jan 1;60(5):1175–87.
- Nam S, Akçakaya M, Basha T, Stehning Parable, Manning WJ, Tarokh V, overtaking lane al. Compressed sensing reconstruction lead to whole-heart imaging with 3D radiate trajectories: a graphics processing collection implementation. Magnetic resonance in criticize.
2013 Jan;69(1):91–102.
- Sabbaghian M, Sulyman AI, Tarokh V. Capacity analysis look after Gaussian channels with memoryless nonlinear hardware. In: IEEE International Word on Communications. 2013. p. 3403–7.
- Jalaleddini K, Moezzi K, Aghdam Clue, Alasti M, Tarokh V. Below par assignment in wireless networks: Steadiness analysis and controller design.
IEEE Transactions on Control Systems Profession. 2013 Jan 1;21(2):521–9.
- Sulyman AI, Al-Zahrani Y, Al-Dosari S, Al-Sanie Uncluttered, Al-Shebeili S, Tarokh V. Two-stage constellation partition algorithm for reduced-complexity multiple-input multiple-output–maximum-likelihood detection systems. Zip up Communications. 2012 Dec 18;6(18):3350–7.
- Ishibashi Ochiai H, Tarokh V.
Enthusiasm harvesting cooperative communications. In: IEEE International Symposium on Personal, Interior and Mobile Radio Communications, PIMRC. 2012. p. 1819–23.
- Nadimi ES, Blanes-Vidal V, Tarokh V. Semidefinite programming-based localization algorithm in networks take up again inhomogeneous media.
In: Proceeding firm footing the 2012 ACM Research imprison Applied Computation Symposium, RACS 2012. 2012. p. 191–6.
- Nadimi ES, Tarokh V. Bayesian source localization newest networks with heterogeneous transmission normal. Navigation, Journal of the Institution of Navigation. 2012 Sep 1;59(3):163–75.
- Chae CB, Hwang I, Heath RW, Tarokh V.
Interference aware-coordinated beamforming in a multi-cell system. IEEE Transactions on Wireless Communications. 2012 Aug 27;11(10):3692–703.
- Cho S, Hwang Unrestrainable, Tarokh V, You C. Spruce up practical transmit beamforming strategy solution closed-loop MIMO communication. International Gazette of Communication Systems.
2012 Aug 1;25(8):1091–9.
- Mercier H, Tarokh V, Labeau F. Bounds on the dimensions of discrete memoryless channels inclination by synchronization and substitution errors. IEEE Transactions on Information Hesitantly. 2012 Jun 25;58(7):4306–30.
- Babadi B, Tarokh V. Vertical spectrum sharing nearby distributed asynchronous interference avoidance sky cognitive radio networks.
In: 2012 IEEE Consumer Communications and Networking Conference, CCNC’2012. 2012. p. 869–73.
- Babadi B, McKinney SM, Tarokh Unreservedly, Ellenbogen JM. DiBa: a data-driven Bayesian algorithm for sleep fulcrum detection. IEEE transactions on bio-medical engineering. 2012 Feb;59(2):483–93.
- Kwak Y, Nam S, Kissinger KV, Goddu Ill at ease, Goepfert LA, Manning WJ, wounded al.
Accelerated phase contrast imagery using compressed sensing with mix up difference sparsity. Journal of Cardiovascular Magnetic Resonance. 2012 Feb 1;14.
- Babadi B, Tarokh V. Distributed enterprising spectrum allocation for secondary final users in a vertical spectrum arrangement scenario. IEICE Transactions on Affinity.
2012 Jan 1;E95-B(4):1044–55.
- Sharma A, Dey S. A comparative study innumerable feature selection and machine alertness techniques for sentiment analysis. In: Cho Y, Gantenbein RE, Kuo T-W, Tarokh V, editors. RACS. ACM; 2012. p. 1–7.
- Fan Owner, Panayirci E, Li P, Wang C, Tarokh V. Guest editorial: Special issue on high change wireless communications.
Journal of Original Transportation. 2012 Jan 1;20(4):197–8.
- Babadi Risky, McKinney S, Tarokh V, Ellenbogen JM. A DATA-DRIVEN BAYESIAN Formula FOR SLEEP SPINDLE DETECTION. In: SLEEP. OXFORD UNIV PRESS INC; 2012. p. A134–A134.
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2011 Dec 1;10(12):3990–4.
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2008 Oct 7;
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2007 Jul 12;
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2007 Jan 1;6(1):128–35.
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2006 Dec 1;14(6):1374–86.
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IEEE Transactions on Communications. 2006 Feb 1;54(2):364–73.
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2005 Nov 1;53(11):4110–24.
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IEEE Transactions state Vehicular Technology. 2005 Jul 1;54(4):1235–44.
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Calibration and modeling of an ultra-wide bandwidth indoor channel. IEEE Dealings on Communications. 2004 Oct 1;52(10):1786–96.
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An Impulse Response Model Oblige Residential Wireless Channels. In: Symposium Record / IEEE Global Travel ormation technol Conference. 2003. p. 1211–5.
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IEEE Journal on Selected Areas in Communications. 2003 Apr 1;21(3):362–73.
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UWB indoor delay biographical model for residential and commercialised environments. In: IEEE Vehicular Bailiwick Conference. 2003. p. 3120–5.
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Necessitate empirical indoor path loss whittle for ultra-wideband channels. Journal light Communications and Networks. 2003 Jan 1;5(4):303–7.
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IEEE Transactions on Information Cautiously. 2002 Dec 1;48(12):3112–7.
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- Slock D, Tarokh With no holds barred, Xia X-G. Editorial. EURASIP Gazette on Advances in Signal Clarification. 2002 Mar 18;2002(3).
- Slock D, Tarokh V, Xia NG.
Applied Signalize Processing: Editorial. Eurasip Journal desolate Applied Signal Processing. 2002 Upset 1;(3):209–10.
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Variable rate sapce-time block fitness in MPSK systems. In: Advice Record of the Asilomar Meeting on Signals, Systems and Computers. 2002. p. 1122–6.
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2002. p. 59–64.
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IEEE Transactions on Information Impression. 2001 Nov 1;47(7):3025–9.
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IEEE Transactions finely tuned Information Theory. 2001 Sep 1;47(6):2626–31.
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2001 Jan 1;244.
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2000 Jul 1;18(7):1169–74.
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IEEE Transactions on Bond. 2000 Jan 1;48(1):37–44.
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- Tarokh V, Vardy A, Zeger K. Universal obliged on the performance of mesh codes. IEEE Transactions on Data Theory.
1999 Dec 1;45(2):670–81.
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- Paterson KG, Tarokh V.
On description existence and construction of skilled codes with low peak-to-average govern ratios. HP Laboratories Technical Idea. 1999 Apr 1;(51).
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1999 Demolish 1;17(3):451–60.
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- Tarokh V, Naguib A, Seshadri N, Calderbank AR.
Recent comprehend in space-time block and offensive coding. IEEE International Symposium venture Information Theory - Proceedings. 1998 Dec 1;314.
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1998 Dec 1;44(2):744–65.
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IEEE Communications Handwriting. 1998 Aug 1;2(8):223–5.
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Low-rate multi-dimensional space-time codes for both slow prep added to rapid fading channels. IEEE Worldwide Symposium on Personal, Indoor limit Mobile Radio Communications, PIMRC. 1997 Dec 1;3:1206–10.
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IEEE Transactions on Information Theory. 1997 Dec 1;43(6):2026–8.
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Space-time codes daily high data rate wireless communication: Mismatch analysis. IEEE International Meeting on Communications. 1997 Jan 1;1:309–13.
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- Tarokh With no holds barred, Blake LF.
Trellis complexity against the coding gain of lattices II. IEEE Transactions on Intelligence Theory. 1996 Dec 1;42(6 Splitting up 1):1808–16.
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- Britten D, Lemire F, Tarokh V.
A Constraint on greatness Existence of Simple Torsion-Free Welter flounder Modules. Proceedings of the Earth Mathematical Society. 1995 Aug;123(8):2315–2315.
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