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Search All 2022 Events
10 Results
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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
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