Advani, Madhu

4 publications

NeurIPS 2024 How JEPA Avoids Noisy Features: The Implicit Bias of Deep Linear Self Distillation Networks Etai Littwin, Omid Saremi, Madhu Advani, Vimal Thilak, Preetum Nakkiran, Chen Huang, Joshua Susskind

NeurIPS 2019 Dynamics of Stochastic Gradient Descent for Two-Layer Neural Networks in the Teacher-Student Setup Sebastian Goldt, Madhu Advani, Andrew M Saxe, Florent Krzakala, Lenka Zdeborová

ICLR 2018 On the Information Bottleneck Theory of Deep Learning Andrew Michael Saxe, Yamini Bansal, Joel Dapello, Madhu Advani, Artemy Kolchinsky, Brendan Daniel Tracey, David Daniel Cox

NeurIPS 2016 An Equivalence Between High Dimensional Bayes Optimal Inference and M-Estimation Madhu Advani, Surya Ganguli