Value Function based Difference-of-Convex Algorithm for Bilevel Hyperparameter Selection Problems. - Lucy L. Gao; Jane J. Ye; Haian Yin; Shangzhi Zeng; Jin Zhang 002 (ICML, 2022)

Tree-Values: Selective Inference for Regression Trees. - Anna C. Neufeld; Lucy L. Gao; Daniela M. Witten (J. Mach. Learn. Res., 2022)

Moreau Envelope Based Difference-of-weakly-Convex Reformulation and Algorithm for Bilevel Programs. - Lucy L. Gao; Jane J. Ye; Haian Yin; Shangzhi Zeng; Jin Zhang 002 (CoRR, 2023)

Data Thinning for Convolution-Closed Distributions. - Anna C. Neufeld; Ameer Dharamshi; Lucy L. Gao; Daniela M. Witten (J. Mach. Learn. Res., 2024)