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sparse classification

11 papers

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Co-occurring keywords

feature selection (649) support vector machine (978) sparse classifier (7) surrogate cut (1) l0 regularization (17) information theoretic lower bound (5) sparse signal (20) misclassification rate (3) pairwise dependency (2) sparse log-bivariate density (1)

Papers

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