2024 07 Nsf Bilevel

A new 3-year grant Bi-Level Optimization for Hierarchical Machine Learning Problems: Models, Algorithms and Applications is awarded by NSF. In this work, we develop theory and algorithms for bilevel optimization, and identify applications to machine learning and language models.