Madhu S. Advani

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 5

Top Topics

Multilayer Perceptron

Subspace Information Criterion

Stochastic Gradient Descent

Top Venues

Neural Networks

Publications

Madhu S. Advani, Andrew M. Saxe, Haim Sompolinsky
High-dimensional dynamics of generalization error in neural networks. Neural Networks 132 (2020)
Sebastian Goldt, Madhu S. Advani, Andrew M. Saxe, Florent Krzakala, Lenka Zdeborová
Dynamics of stochastic gradient descent for two-layer neural networks in the teacher-student setup. CoRR (2019)
Sebastian Goldt, Madhu S. Advani, Andrew M. Saxe, Florent Krzakala, Lenka Zdeborová
Generalisation dynamics of online learning in over-parameterised neural networks. CoRR (2019)
Yao Zhang, Andrew M. Saxe, Madhu S. Advani, Alpha A. Lee
Energy-entropy competition and the effectiveness of stochastic gradient descent in machine learning. CoRR (2018)
Madhu S. Advani, Andrew M. Saxe
High-dimensional dynamics of generalization error in neural networks. CoRR (2017)