Title |
|---|
 Sharp-MAML: Sharpness-Aware Model-Agnostic Meta LearningInternational Conference on Machine Learning (ICML), 2022 |
 Min-Max Bilevel Multi-objective Optimization with Applications in
Machine LearningInternational Conference on Learning Representations (ICLR), 2022 |
 Bilevel Optimization with a Lower-level Contraction: Optimal Sample
Complexity without Warm-startJournal of machine learning research (JMLR), 2022 |
 Single Time-scale Actor-critic Method to Solve the Linear Quadratic
Regulator with Convergence GuaranteesJournal of machine learning research (JMLR), 2022 |
 Projection-Free Algorithm for Stochastic Bi-level OptimizationIEEE Transactions on Signal Processing (IEEE TSP), 2021 |
