Prior-Informed Generalizable Low-Rank Representation Learning via Regularized Adversarial Reweighting

Keyao Zhan, Junwei Lu, Tianxi Cai

Modern learning problems increasingly leverage data from heterogeneous sources to improve robustness and generalizability under distribution shift, often with high-dimensional para…