Yunbei Xu

Robust learning methods can be systematically compared under distributional shifts, revealing unexpected complementary behaviors that enhance performance with partial information.

Algorithmic complexity can reveal insights that class-wide minimax certificates miss, reshaping our understanding of kernel bandits.