Center for Data Science, New York University; Department of Computer Science, New York University; Department of Population Health, Langone Health, New York University; Department of Computer Science, New York University
Aahlad Manas Puli, Lily Zhang, Yoav Wald, Rajesh Ranganath
shortcut learning;spurious correlations;perfect stable feature;perception tasks;implicit bias in optimization;improving inductive biases
Don’t blame Dataset Shift! Shortcut Learning due to Gradients and Cross Entropy