Itay Safran
Itay Safran
Postdoctoral Research Fellow, Princeton University
Verified email at princeton.edu - Homepage
Title
Cited by
Cited by
Year
Spurious local minima are common in two-layer relu neural networks
I Safran, O Shamir
International Conference on Machine Learning, 4433-4441, 2018
1282018
On the quality of the initial basin in overspecified neural networks
I Safran, O Shamir
International Conference on Machine Learning, 774-782, 2016
1042016
Depth-width tradeoffs in approximating natural functions with neural networks
I Safran, O Shamir
International Conference on Machine Learning, 2979-2987, 2017
100*2017
A simple explanation for the existence of adversarial examples with small hamming distance
A Shamir, I Safran, E Ronen, O Dunkelman
arXiv preprint arXiv:1901.10861, 2019
332019
How good is SGD with random shuffling?
I Safran, O Shamir
Conference on Learning Theory, 3250-3284, 2020
92020
Depth Separations in Neural Networks: What is Actually Being Separated?
I Safran, R Eldan, O Shamir
arXiv preprint arXiv:1904.06984, 2019
42019
The Effects of Mild Over-parameterization on the Optimization Landscape of Shallow ReLU Neural Networks
I Safran, G Yehudai, O Shamir
arXiv preprint arXiv:2006.01005, 2020
22020
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