conftrace_

iterative hard thresholding

19 papers

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Also known as

IHT

Co-occurring keywords

sparse optimization (246) compressed sensing (201) sparse recovery (113) high-dimensional regression (142) gradient descent (1144) sparse regression (175) hard thresholding (23) restricted condition number (3) sparse convex optimization (2) sparse linear regression (49)

Papers

PoseAnchor: Robust Root Position Estimation for 3D Human Pose Estimation ICCV 2025
Fast Iterative Hard Thresholding Methods with Pruning Gradient Computations NIPS 2024
A minimax optimal approach to high-dimensional double sparse linear regression JMLR 2024
Iterative Hard Thresholding with Adaptive Regularization: Sparser Solutions Without Sacrificing Runtime ICML 2022
Optimal Minimax Variable Selection for Large-Scale Matrix Linear Regression Model JMLR 2021
Sparse Convex Optimization via Adaptively Regularized Hard Thresholding JMLR 2021
Sparse Convex Optimization via Adaptively Regularized Hard Thresholding ICML 2020
Dual Iterative Hard Thresholding JMLR 2020
High Dimensional Robust Sparse Regression AISTATS 2020
On Sparse Linear Regression in the Local Differential Privacy Model ICML 2019
Stochastic Iterative Hard Thresholding for Graph-structured Sparsity Optimization ICML 2019
Learning Sparse Distributions using Iterative Hard Thresholding NIPS 2019
Interaction Hard Thresholding: Consistent Sparse Quadratic Regression in Sub-quadratic Time and Space NIPS 2019
Greedy and IHT Algorithms for Non-convex Optimization with Monotone Costs of Non-zeros AISTATS 2019
IHT dies hard: Provable accelerated Iterative Hard Thresholding AISTATS 2018
Nonlinear Structured Signal Estimation in High Dimensions via Iterative Hard Thresholding AISTATS 2018
Sample Efficient Stochastic Gradient Iterative Hard Thresholding Method for Stochastic Sparse Linear Regression with Limited Attribute Observation NIPS 2018
Dual Iterative Hard Thresholding: From Non-convex Sparse Minimization to Non-smooth Concave Maximization ICML 2017
On Iterative Hard Thresholding Methods for High-dimensional M-Estimation NIPS 2014