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Oral
Tue 1:50 The Asymmetric Maximum Margin Bias of Quasi-Homogeneous Neural Networks
Daniel Kunin · Atsushi Yamamura · Chao Ma · Surya Ganguli
Poster
Tue 2:30 The Asymmetric Maximum Margin Bias of Quasi-Homogeneous Neural Networks
Daniel Kunin · Atsushi Yamamura · Chao Ma · Surya Ganguli
Poster
Wed 2:30 How Much Data Are Augmentations Worth? An Investigation into Scaling Laws, Invariance, and Implicit Regularization
Jonas Geiping · Micah Goldblum · Gowthami Somepalli · Ravid Shwartz-Ziv · Tom Goldstein · Andrew Wilson
Poster
Tue 2:30 Loss Landscapes are All You Need: Neural Network Generalization Can Be Explained Without the Implicit Bias of Gradient Descent
Ping-yeh Chiang · Renkun Ni · David Y. Miller · Arpit Bansal · Jonas Geiping · Micah Goldblum · Tom Goldstein
Oral
Tue 1:50 Loss Landscapes are All You Need: Neural Network Generalization Can Be Explained Without the Implicit Bias of Gradient Descent
Ping-yeh Chiang · Renkun Ni · David Y. Miller · Arpit Bansal · Jonas Geiping · Micah Goldblum · Tom Goldstein