Supervised Distributional Reduction via Optimal Transport and Dependence Maximization

Sai-Aakash Ramesh, Archit Sood, Andrew Corbett +1

Learning representations that capture both intrinsic data geometry and target-relevant structure remains a fundamental challenge, particularly in settings where data reduction must…