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sparse classification

11 papers

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Co-occurring keywords · papers mentioning both

feature selection (5) support vector machine (4) sparse optimization (2) sparse classifier (2) surrogate cut (1) l0 regularization (1) sparse signal (1) misclassification rate (1) pairwise dependency (1) sparse log-bivariate density (1)

Papers

Semi-Supervised Sparse Gaussian Classification: Provable Benefits of Unlabeled Data NeurIPS 2024 Distributed Sparse Multicategory Discriminant Analysis AISTATS 2022 Fast Sparse Classification for Generalized Linear and Additive Models AISTATS 2022 Learning Sparse Classifiers: Continuous and Mixed Integer Optimization Perspectives JMLR 2021 RaSE: Random Subspace Ensemble Classification JMLR 2021 Beyond Trees: Classification with Sparse Pairwise Dependencies JMLR 2020 Sparse Reject Option Classifier Using Successive Linear Programming AAAI 2019 Superset Technique for Approximate Recovery in One-Bit Compressed Sensing NeurIPS 2019 Learning Optimally Sparse Support Vector Machines ICML 2013 Learning When Concepts Abound JMLR 2009 Support Vector Machines on a Budget NeurIPS 2006