AI4Science Lab, AMLab, University of Amsterdam; AMLab, University of Amsterdam; Microsoft Research, Cambridge, UK
Marco Federici, Ryota Tomioka, Patrick Forré
Information Theory;Selection Bias;Representation Learning;Distribution Shift;Fair Machine Learning
An Information-theoretic Approach to Distribution Shifts