Grouped Variable Selection with Discrete Optimization: Computational and Statistical Perspectives

14 April 2021

Papers citing "Grouped Variable Selection with Discrete Optimization: Computational and Statistical Perspectives"

16 / 16 papers shown

Title
Group COMBSS: Group Selection via Continuous Optimization Anant Mathur S. Moka Benoit Liquet Z. Botev 36 0 0 20 Apr 2024
OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization Xiang Meng Shibal Ibrahim Kayhan Behdin Hussein Hazimeh Natalia Ponomareva Rahul Mazumder VLM 41 5 0 02 Mar 2024
End-to-end Feature Selection Approach for Learning Skinny Trees Shibal Ibrahim Kayhan Behdin Rahul Mazumder 27 0 0 28 Oct 2023
$Performance of $\ell_1$ Regularization for Sparse Convex Optimization$ Performance of $\ell_1$ Regularization for Sparse Convex Optimization Kyriakos Axiotis T. Yasuda 25 0 0 14 Jul 2023
A minimax optimal approach to high-dimensional double sparse linear regression Yanhang Zhang Zhifan Li J. Yin 21 4 0 07 May 2023
Constrained Optimization of Rank-One Functions with Indicator Variables Soroosh Shafieezadeh-Abadeh Fatma Kılınç Karzan 21 4 0 31 Mar 2023
Variable Selection for Kernel Two-Sample Tests Jie Wang Santanu S. Dey Yao Xie 30 4 0 15 Feb 2023
The Directional Bias Helps Stochastic Gradient Descent to Generalize in Kernel Regression Models Yiling Luo X. Huo Y. Mei 11 0 0 29 Apr 2022
L0Learn: A Scalable Package for Sparse Learning using L0 Regularization Hussein Hazimeh Rahul Mazumder Tim Nonet 13 12 0 10 Feb 2022
Predicting Census Survey Response Rates With Parsimonious Additive Models and Structured Interactions Shibal Ibrahim P. Radchenko E. Ben-David Rahul Mazumder 27 2 0 24 Aug 2021
Group selection and shrinkage: Structured sparsity for semiparametric additive models Ryan Thompson Farshid Vahid 10 1 0 25 May 2021
A Splicing Approach to Best Subset of Groups Selection Yanhang Zhang Junxian Zhu Jin Zhu Xueqin Wang 18 18 0 23 Apr 2021
Subset Selection with Shrinkage: Sparse Linear Modeling when the SNR is low Rahul Mazumder P. Radchenko Antoine Dedieu 13 57 0 10 Aug 2017
Correlated variables in regression: clustering and sparse estimation Peter Buhlmann Philipp Rutimann Sara van de Geer Cun-Hui Zhang 80 181 0 26 Sep 2012
Oracle Inequalities and Optimal Inference under Group Sparsity Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 125 379 0 11 Jul 2010
High-dimensional additive modeling L. Meier Sara van de Geer Peter Buhlmann 189 481 0 25 Jun 2008