关注
Nadav Cohen
Nadav Cohen
Asst. Professor of Computer Science, Tel Aviv University | CTO & Co-Founder, Imubit
在 tauex.tau.ac.il 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
"Zero-Shot" Super-Resolution Using Deep Internal Learning
A Shocher, N Cohen, M Irani
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
8882018
On the Expressive Power of Deep Learning: A Tensor Analysis
N Cohen, O Sharir, A Shashua
29th Annual Conference on Learning Theory (COLT), 2016
5602016
On the Optimization of Deep Networks: Implicit Acceleration by Overparameterization
S Arora, N Cohen, E Hazan
Proceedings of The 35th International Conference on Machine Learning (ICML), 2018
5052018
Implicit Regularization in Deep Matrix Factorization
S Arora, N Cohen, W Hu, Y Luo
Advances in Neural Information Processing Systems 33 (NeurIPS), Spotlight …, 2019
4922019
A Convergence Analysis of Gradient Descent for Deep Linear Neural Networks
S Arora, N Cohen, N Golowich, W Hu
7th International Conference on Learning Representations (ICLR), 2019
2572019
Quantum Entanglement in Deep Learning Architectures
Y Levine, O Sharir, N Cohen, A Shashua
Physical Review Letters (PRL) 122 (6), 065301, 2019
2352019
Convolutional Rectifier Networks as Generalized Tensor Decompositions
N Cohen, A Shashua
Proceedings of The 33rd International Conference on Machine Learning (ICML), 2016
1832016
Implicit Regularization in Deep Learning May Not Be Explainable by Norms
N Razin, N Cohen
Advances in Neural Information Processing Systems 34 (NeurIPS), 2020
1562020
Inductive Bias of Deep Convolutional Networks through Pooling Geometry
N Cohen, A Shashua
5th International Conference on Learning Representations (ICLR), 2017
1522017
Deep Learning and Quantum Entanglement: Fundamental Connections with Implications to Network Design
Y Levine, D Yakira, N Cohen, A Shashua
6th International Conference on Learning Representations (ICLR), 2018
138*2018
Deep SimNets
N Cohen, O Sharir, A Shashua
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016
552016
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
52*2022
Implicit Regularization in Tensor Factorization
N Razin, A Maman, N Cohen
Proceedings of the 38th International Conference on Machine Learning (ICML), 2021
442021
Analysis and Design of Convolutional Networks via Hierarchical Tensor Decompositions
N Cohen, O Sharir, Y Levine, R Tamari, D Yakira, A Shashua
Intel Collaborative Research Institute Special Issue on Deep Learning Theory, 2017
412017
Tensorial Mixture Models
O Sharir, R Tamari, N Cohen, A Shashua
arXiv preprint 1610.04167, 2016
38*2016
Continuous vs. Discrete Optimization of Deep Neural Networks
O Elkabetz, N Cohen
Advances in Neural Information Processing Systems 35 (NeurIPS), Spotlight …, 2021
352021
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
272022
Simnets: A Generalization of Convolutional Networks
N Cohen, A Shashua
Advances in Neural Information Processing Systems 28 (NeurIPS), Deep …, 2014
272014
Notes on Hierarchical Splines, DCLNs and i-Theory
T Poggio, L Rosasco, A Shashua, N Cohen, F Anselmi
Center for Brains, Minds and Machines, 2015
262015
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
22*2022
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