Gilad Yehudai

发表

Learning a Single Neuron with Gradient Methods pdf

Gilad Yehudai, Ohad Shamir, 2020, COLT 2020.

Proving the Lottery Ticket Hypothesis: Pruning is All You Need

Gilad Yehudai, Ohad Shamir, Shai Shalev-Shwartz, 2020, ICML.

The Effects of Mild Over-parameterization on the Optimization Landscape of Shallow ReLU Neural Networks pdf

Gilad Yehudai, Ohad Shamir, Itay Safran, 2020, ArXiv.

On Size Generalization in Graph Neural Networks pdf

Gilad Yehudai, Gal Chechik, Ethan Fetaya, 2020, ArXiv.

On the Power and Limitations of Random Features for Understanding Neural Networks

Gilad Yehudai, Ohad Shamir, O. Shamir, 2019, NeurIPS.

On the Optimal Memorization Power of ReLU Neural Networks pdf

Gilad Yehudai, Ohad Shamir, Gal Vardi, 2021, ICLR.

From Local Structures to Size Generalization in Graph Neural Networks

Eli A. Meirom, Gilad Yehudai, Gal Chechik, 2020, ICML.

The Effects of Mild Over-parameterization on the Optimization Landscape of Shallow ReLU Neural Networks pdf

Gilad Yehudai, Ohad Shamir, Itay Safran, 2020, COLT.

Learning a Single Neuron with Bias Using Gradient Descent pdf

Gilad Yehudai, Ohad Shamir, Gal Vardi, 2021, NeurIPS.

The Connection Between Approximation, Depth Separation and Learnability in Neural Networks pdf

Gilad Yehudai, Ohad Shamir, Shai Shalev-Shwartz, 2021, COLT.