Poster

Tue 10:30

Is Importance Weighting Incompatible with Interpolating Classifiers?
Ke Wang · Niladri Chatterji · Saminul Haque · Tatsunori Hashimoto

Poster

Wed 2:30

Implicit Bias of Adversarial Training for Deep Neural Networks
Bochen Lyu · Zhanxing Zhu

Poster

Wed 10:30

Implicit Bias of MSE Gradient Optimization in Underparameterized Neural Networks
Benjamin Bowman · Guido Montufar

Poster

Wed 10:30

Implicit Bias of Projected Subgradient Method Gives Provable Robust Recovery of Subspaces of Unknown Codimension
Paris Giampouras · Benjamin Haeffele · Rene Vidal

Spotlight

Tue 10:30

What Happens after SGD Reaches Zero Loss? --A Mathematical Framework
Zhiyuan Li · Tianhao Wang · Sanjeev Arora

Poster

Tue 10:30

What Happens after SGD Reaches Zero Loss? --A Mathematical Framework
Zhiyuan Li · Tianhao Wang · Sanjeev Arora

Spotlight

Wed 10:30

Implicit Bias of Projected Subgradient Method Gives Provable Robust Recovery of Subspaces of Unknown Codimension
Paris Giampouras · Benjamin Haeffele · Rene Vidal

Poster

Mon 10:30

Stochastic Training is Not Necessary for Generalization
Jonas Geiping · Micah Goldblum · Phil Pope · Michael Moeller · Tom Goldstein

Poster

Wed 10:30

Variational autoencoders in the presence of low-dimensional data: landscape and implicit bias
Frederic Koehler · Viraj Mehta · Chenghui Zhou · Andrej Risteski

Poster

Mon 10:30

Actor-critic is implicitly biased towards high entropy optimal policies
Yuzheng Hu · Ziwei Ji · Matus Telgarsky