Nadav Cohen
Nadav Cohen
Asst. Professor of Computer Science, Tel Aviv University
Dirección de correo verificada de cs.tau.ac.il - Página principal
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Año
On the Expressive Power of Deep Learning: A Tensor Analysis
N Cohen, O Sharir, A Shashua
29th Annual Conference on Learning Theory (COLT), 2016
2982016
"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
1522018
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
1362018
Convolutional Rectifier Networks as Generalized Tensor Decompositions
N Cohen, A Shashua
Proceedings of The 33rd International Conference on Machine Learning (ICML), 2016
1112016
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
762019
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
71*2018
Quantum Entanglement in Deep Learning Architectures
Y Levine, O Sharir, N Cohen, A Shashua
Physical Review Letters (PRL) 122 (6), 065301, 2019
69*2019
Implicit Regularization in Deep Matrix Factorization
S Arora, N Cohen, W Hu, Y Luo
Advances in Neural Information Processing Systems 33 (NeurIPS), 2019
602019
Deep SimNets
N Cohen, O Sharir, A Shashua
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016
48*2016
Inductive Bias of Deep Convolutional Networks through Pooling Geometry
N Cohen, A Shashua
5th International Conference on Learning Representations (ICLR), 2017
46*2017
Tensorial Mixture Models
O Sharir, R Tamari, N Cohen, A Shashua
arXiv preprint 1610.04167, 2016
26*2016
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
19*2017
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
17*2015
Simnets: A Generalization of Convolutional Networks
N Cohen, A Shashua
Advances in Neural Information Processing Systems 28 (NeurIPS), Deep …, 2014
162014
Boosting Dilated Convolutional Networks with Mixed Tensor Decompositions
N Cohen, R Tamari, A Shashua
6th International Conference on Learning Representations (ICLR), 2018
122018
Implicit Regularization in Deep Learning May Not Be Explainable by Norms
N Razin, N Cohen
Advances in Neural Information Processing Systems 34 (NeurIPS), 2020
32020
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Artículos 1–16