Primal-dual hybrid gradient method for distributionally robust optimization problems

von Liu, Yongchao
Veröffentlicht in Operations research letters (2017)

Towards Gradient-based Bilevel Optimization with Non-convex Followers and Beyond

von Liu, Risheng
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 11 of 36 (2022)

Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-Training

von Liu, Risheng
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 17 of 33 (2023)

A VALUE-FUNCTION-BASED INTERIOR-POINT METHOD FOR NON-CONVEX BI-LEVEL OPTIMIZATION

von LIU, RISHENG
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 9 of 16 (2022)

Value Function Based Difference-Of-Convex Algorithm for Bilevel Hyperparameter Selection Problems

von Gao, Lucy L.
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 9 of 33 (2023)