16 citations · 35 across the 7 of their papers we have counts for
Showing math.OCShow all
2 papers · 1 filter
math.OC2023
Moreau Envelope Based Difference-of-weakly-Convex Reformulation and Algorithm for Bilevel Programs
Lucy L. Gao, Jane J. Ye, Haian Yin +2
Bilevel programming has emerged as a valuable tool for hyperparameter selection, a central concern in machine learning. In a recent study by Ye et al. (2023), a value function-base…
math.OC2022★ 1 cited
Value Function Based Difference-of-Convex Algorithm for Bilevel Hyperparameter Selection Problems
Lucy Gao, Jane J. Ye, Haian Yin +2
Gradient-based optimization methods for hyperparameter tuning guarantee theoretical convergence to stationary solutions when for fixed upper-level variable values, the lower level…