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sparse classifier

7 papers

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Co-occurring keywords · papers mentioning both

support vector machine (4) sparse classification (2) feature selection (2) budget parameter (1) l1 regularization (1) l1-norm regularization (1) lasso regression (1) mixed integer programming (1) fmri classification (1) coordinate descent (1)

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 NeurIPS 2018 An Error Bound for L1-norm Support Vector Machine Coefficients in Ultra-high Dimension JMLR 2016 Discriminative Network Models of Schizophrenia NeurIPS 2009 Algorithms for Sparse Linear Classifiers in the Massive Data Setting JMLR 2008 Support Vector Machines on a Budget NeurIPS 2006