On the Convergence of Gradient Descent in GANs: MMD GAN As a Gradient FlowYoussef MrouehTruyen V. Nguyen2021AISTATS 2021
High-Dimensional Feature Selection for Sample Efficient Treatment Effect EstimationKristjan GreenewaldKarthikeyan Shanmugamet al.2021AISTATS 2021
Linear Regression Games: Convergence Guarantees to Approximate Out-of-Distribution SolutionsKartik AhujaKarthikeyan Shanmugamet al.2021AISTATS 2021
Rate-improved Inexact Augmented Lagrangian Method for Constrained Nonconvex OptimizationZichong LiPin-Yu Chenet al.2021AISTATS 2021