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sparse classifier

7 papers

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Co-occurring keywords

support vector machine (978) sparse classification (11) feature selection (649) slope estimator (1) budget parameter (1) l1 regularization (87) l1-norm regularization (4) lasso regression (61) mixed integer programming (67) fmri classification (2)

Papers

Learning Sparse Classifiers: Continuous and Mixed Integer Optimization Perspectives JMLR 2021
Error bounds for sparse classifiers in high-dimensions AISTATS 2019
Learning SMaLL Predictors NIPS 2018
An Error Bound for L1-norm Support Vector Machine Coefficients in Ultra-high Dimension JMLR 2016
Discriminative Network Models of Schizophrenia NIPS 2009
Algorithms for Sparse Linear Classifiers in the Massive Data Setting JMLR 2008
Support Vector Machines on a Budget NIPS 2006