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sparse logistic regression

16 papers

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Co-occurring keywords

logistic regression (382) sparsity-constrained optimization (6) feature selection (649) greedy algorithm (242) compressed sensing (198) ising model (85) sparse optimization (246) sparse linear regression (49) markov random field (303) newton method (64)

Papers

Toxicity Detection for Free NIPS 2024
Sparse Logistic Regression with High-order Features for Automatic Grammar Rule Extraction from Treebanks COLING 2024
Gradient Descent Converges Linearly for Logistic Regression on Separable Data ICML 2023
A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension NIPS 2022
Global and Quadratic Convergence of Newton Hard-Thresholding Pursuit JMLR 2021
Statistical Estimation from Dependent Data ICML 2021
A Knowledge Transfer Framework for Differentially Private Sparse Learning AAAI 2020
Differentially Private Iterative Gradient Hard Thresholding for Sparse Learning IJCAI 2019
Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models NIPS 2019
Accelerated Difference of Convex functions Algorithm and its Application to Sparse Binary Logistic Regression IJCAI 2018
Stochastic Three-Composite Convex Minimization with a Linear Operator AISTATS 2018
A Safe Screening Rule for Sparse Logistic Regression NIPS 2014
Newton Greedy Pursuit: A Quadratic Approximation Method for Sparsity-Constrained Optimization CVPR 2014
Gradient Hard Thresholding Pursuit for Sparsity-Constrained Optimization ICML 2014
Greedy Sparsity-Constrained Optimization JMLR 2013
Sparse Multinomial Logistic Regression via Bayesian L1 Regularisation NIPS 2006