Non-convex Distributionally Robust Optimization: Non-asymptotic Analysis

24 October 2021

Papers citing "Non-convex Distributionally Robust Optimization: Non-asymptotic Analysis"

8 / 8 papers shown

Title
Nested Stochastic Gradient Descent for (Generalized) Sinkhorn Distance-Regularized Distributionally Robust Optimization Y. Yang Yi Zhou Zhaosong Lu 49 0 0 29 Mar 2025
An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Xiaochuan Gong Jie Hao Mingrui Liu 43 2 0 28 Sep 2024
Convergence Guarantees for RMSProp and Adam in Generalized-smooth Non-convex Optimization with Affine Noise Variance Qi Zhang Yi Zhou Shaofeng Zou 32 3 0 01 Apr 2024
Bilevel Optimization under Unbounded Smoothness: A New Algorithm and Convergence Analysis Jie Hao Xiaochuan Gong Mingrui Liu 25 7 0 17 Jan 2024
RBGNet: Ray-based Grouping for 3D Object Detection Haiyang Wang Shaoshuai Shi Ze Yang Rongyao Fang Qishu Qian Hongsheng Li Bernt Schiele Liwei Wang 3DPC 32 59 0 05 Apr 2022
Distributionally Robust Optimization via Ball Oracle Acceleration Y. Carmon Danielle Hausler 11 11 0 24 Mar 2022
$Distributionally Robust Bayesian Optimization with $\varphi$-divergences$ Distributionally Robust Bayesian Optimization with $\varphi$ -divergences Hisham Husain Vu-Linh Nguyen A. Hengel 38 13 0 04 Mar 2022
Attentional-Biased Stochastic Gradient Descent Q. Qi Yi Tian Xu R. L. Jin W. Yin Tianbao Yang ODL 24 12 0 13 Dec 2020