activity
20182026
most citedPerturbation techniques for convergence analysis of proximal gradient method and other first-order algorithms via variational analysis

7 citations · 10 across the 7 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

math.OC2022★ 1 cited

Directional subdifferential of the value function

Kuang Bai, Jane J. Ye

The directional subdifferential of the value function gives an estimate on how much the optimal value changes under a perturbation in a certain direction. In this paper we derive u…

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…