A Perturbed Value-Function-Based Interior-Point Method for Perturbed Pessimistic Bilevel Problems

Haimei Huo, Risheng Liu, Zhixun Su

Bilevel optimizaiton serves as a powerful tool for many machine learning applications. Perturbed pessimistic bilevel problem PBP$\epsilon$, with $\epsilon$ being an arbitrary positive number, is…