Nadav Cohen

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Amnon ShashuaProfessor of Computer Science, the Hebrew University of JerusalemVerified email at cs.huji.ac.il
Or SharirCalifornia Institute of TechnologyVerified email at caltech.edu
Yoav LevineStanford UniversityVerified email at mail.huji.ac.il
Sanjeev AroraProfessor of Computer Science, Princeton UniversityVerified email at cs.princeton.edu
Noam RazinComputer Science PhD Candidate, Tel Aviv UniversityVerified email at cs.tau.ac.il
Wei HuAssistant Professor of Computer Science and Engineering, University of MichiganVerified email at umich.edu
Assaf ShocherPostdoctoral fellow, UC BerkeleyVerified email at berkeley.edu
Michal IraniProfessor of Computer Science, Weizmann InstituteVerified email at weizmann.ac.il
Ronen TamariAstera InstituteVerified email at astera.org
Yuping LuoComputer Science Department, Princeton UniversityVerified email at cs.princeton.edu
Elad HazanProfessor at Princeton University and Director Google AI PrincetonVerified email at princeton.edu
Noah GolowichMITVerified email at mit.edu
Asaf MamanAlgorithm Team Lead, MobileyeVerified email at mobileye.com
Amir GlobersonTel Aviv UniversityVerified email at post.tau.ac.il
Omer ElkabetzTel Aviv UniversityVerified email at mail.tau.ac.il
Edo Cohen-KarlikTel Aviv UniversityVerified email at mail.tau.ac.il
TOMASO POGGIOMcDermott Professor in Brain Sciences, MITVerified email at ai.mit.edu
Lorenzo RosascoMaLGa Machine Learning Genoa Center - Università degli Studi di GenovaVerified email at unige.it
Fabio AnselmiAssistant professor at University of Trieste, MIT affiliateVerified email at units.it
Raja GiryesAssociate Professor, Tel Aviv UniversityVerified email at tauex.tau.ac.il

Nadav Cohen

Asst. Professor of Computer Science, Tel Aviv University | CTO & Co-Founder, Imubit

Verified email at tauex.tau.ac.il - Homepage

Artificial Intelligence Neural Networks Learning Theory Learning for Control Tensor Analysis


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DeciMamba: Exploring the Length Extrapolation Potential of Mamba A Ben-Kish, I Zimerman, S Abu-Hussein, N Cohen, A Globerson, L Wolf, ... arXiv preprint arXiv:2406.14528, 2024		2024
Implicit Bias of Policy Gradient in Linear Quadratic Control: Extrapolation to Unseen Initial States N Razin, Y Alexander, E Cohen-Karlik, R Giryes, A Globerson, N Cohen Proceedings of the 41st International Conference on Machine Learning (ICML), 2024		2024
Controller Training Based on Historical Data N Cohen, G Cohen US Patent <TBD>, 2024		2024
Systems and Methods for Optimizing Refinery Coker Process A Mukund, M Stephens, E llani, O Salhov, N Cohen US Patent 11,886,154, 2024		2024
Control System with Hierarchical System Identification E llani, MY Beery, Y Sheffer, N Cohen US Patent App. 18/403,179, 2024		2024
What Makes Data Suitable for a Locally Connected Neural Network? A Necessary and Sufficient Condition Based on Quantum Entanglement Y Alexander, N De La Vega, N Razin, N Cohen Advances in Neural Information Processing Systems 37 (NeurIPS), Spotlight …, 2023	4*	2023
Controller Training Based on Historical Data N Cohen, G Cohen US Patent 11,574,192, 2023		2023
On the ability of graph neural networks to model interactions between vertices N Razin, T Verbin, N Cohen Advances in Neural Information Processing Systems 37 (NeurIPS), 2023	6	2023
Learning Low Dimensional State Spaces with Overparameterized Recurrent Neural Nets E Cohen-Karlik, I Menuhin-Gruman, R Giryes, N Cohen, A Globerson 11th International Conference on Learning Representations (ICLR), 2023	2	2023
Bridging Many-Body Quantum Physics and Deep Learning via Tensor Networks Y Levine, O Sharir, N Cohen, A Shashua Mathematical Aspects of Deep Learning, 439, 2022	80*	2022
Deep Linear Networks for Matrix Completion -- An Infinite Depth Limit N Cohen, G Menon, Z Veraszto Society for Industrial and Applied Mathematics (SIAM) Journal on Applied …, 2022	3	2022
On the Implicit Bias of Gradient Descent for Temporal Extrapolation E Cohen-Karlik, AB David, N Cohen, A Globerson The 25th International Conference on Artificial Intelligence and Statistics …, 2022	2	2022
Implicit Regularization in Hierarchical Tensor Factorization and Deep Convolutional Neural Networks N Razin, A Maman, N Cohen Proceedings of the 39th International Conference on Machine Learning (ICML), 2022	27	2022
Control System with Optimization of Neural Network Predictor O Salhov, N Cohen US Patent <TBD>, 2022	3	2022
Systems and Methods for Optimizing Refinery Coker Process A Mukund, M Stephens, N Cohen US Patent 11,494,651, 2022		2022
Tensors for Deep Learning Theory: Analyzing Deep Learning Architectures via Tensorization Y Levine, N Wies, O Sharir, N Cohen, A Shashua Tensors for Data Processing, 215-248, 2022	25*	2022
Continuous vs. Discrete Optimization of Deep Neural Networks O Elkabetz, N Cohen Advances in Neural Information Processing Systems 35 (NeurIPS), Spotlight …, 2021	35	2021
Implicit Regularization in Tensor Factorization N Razin, A Maman, N Cohen Proceedings of the 38th International Conference on Machine Learning (ICML), 2021	46	2021
Predictive Control Systems and Methods with Fluid Catalytic Cracking Volume Gain Optimization J Jagnanan, J Von Edwins, M Stephens, K Clarke, N Cohen US Patent 11,933,751, 2021		2021
Predictive Control Systems and Methods with Hydrocracker Conversion Optimization C Clark, M Stephens, J Jagnanan, N Cohen, G Cohen US Patent <TBD>, 2021	4	2021

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