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sparse feature selection

10 papers

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Co-occurring keywords

feature selection (649) principal differences analysis (1) cramer-wold device (1) bilevel exclusive sparsity (1) diversity sparsity (1) theoretical error bound (1) multinomial logistic regression (14) distribution comparison (16) side information (47) gradient boosting (147)

Papers

DOFEN: Deep Oblivious Forest ENsemble NIPS 2024
Sparse Feature Selection Makes Batch Reinforcement Learning More Sample Efficient ICML 2021
On Benefits of Selection Diversity via Bilevel Exclusive Sparsity CVPR 2016
Principal Differences Analysis: Interpretable Characterization of Differences between Distributions NIPS 2015
Forward-Backward Greedy Algorithms for General Convex Smooth Functions over A Cardinality Constraint ICML 2014
Sparse meta-Gaussian information bottleneck ICML 2014
Efficient Sparse Group Feature Selection via Nonconvex Optimization ICML 2013
Minimax Theory for High-dimensional Gaussian Mixtures with Sparse Mean Separation NIPS 2013
Multitask Sparsity via Maximum Entropy Discrimination JMLR 2011
Sparse Multinomial Logistic Regression via Bayesian L1 Regularisation NIPS 2006