Stability and Risk Bounds of Iterative Hard Thresholding

17 March 2022

Papers citing "Stability and Risk Bounds of Iterative Hard Thresholding"

8 / 8 papers shown

Title
Sparse Linear Regression: Sequential Convex Relaxation, Robust Restricted Null Space Property, and Variable Selection Shujun Bi Yonghua Yang S. Pan 27 0 0 02 Nov 2024
High-dimensional Linear Bandits with Knapsacks Wanteng Ma Dong Xia Jiashuo Jiang 41 0 0 02 Nov 2023
Stability and Generalization for Minibatch SGD and Local SGD Yunwen Lei Tao Sun Mingrui Liu 29 3 0 02 Oct 2023
Sharper Analysis for Minibatch Stochastic Proximal Point Methods: Stability, Smoothness, and Deviation Xiao-Tong Yuan P. Li 32 2 0 09 Jan 2023
Zeroth-Order Hard-Thresholding: Gradient Error vs. Expansivity William de Vazelhes Hualin Zhang Huisi Wu Xiao-Tong Yuan Bin Gu 35 2 0 11 Oct 2022
Stability and Generalization of Stochastic Optimization with Nonconvex and Nonsmooth Problems Yunwen Lei 11 15 0 14 Jun 2022
Boosting the Confidence of Generalization for $L_2$ -Stable Randomized Learning Algorithms Xiao-Tong Yuan Ping Li 15 4 0 08 Jun 2022
High-dimensional generalized linear models and the lasso Sara van de Geer 189 750 0 04 Apr 2008