Search Results for author: Lucy Gao

Found 1 papers, 1 papers with code

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

1 code implementation13 Jun 2022 Lucy Gao, Jane J. Ye, Haian Yin, Shangzhi Zeng, Jin Zhang

Gradient-based optimization methods for hyperparameter tuning guarantee theoretical convergence to stationary solutions when for fixed upper-level variable values, the lower level of the bilevel program is strongly convex (LLSC) and smooth (LLS).

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