Madhu S. Advani

Generalisation dynamics of online learning in over-parameterised neural networks pdf

Florent Krzakala, Lenka Zdeborová, Andrew M. Saxe, 2019, ArXiv.

Dynamics of stochastic gradient descent for two-layer neural networks in the teacher–student setup pdf

Florent Krzakala, Lenka Zdeborová, Andrew M. Saxe, 2019, NeurIPS.

Energy–entropy competition and the effectiveness of stochastic gradient descent in machine learning

Yao Zhang, Alpha A. Lee, Andrew M. Saxe, 2018, Molecular Physics.

High-dimensional dynamics of generalization error in neural networks

Andrew M. Saxe, Madhu S. Advani, Madhu S. Advani, 2017, Neural Networks.