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feature selection

649 papers

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Also known as

RFECV FS

Co-occurring keywords

support vector machine (976) dimensionality reduction (720) sparse optimization (246) kernel methods (1096) variable selection (146) sparse regression (175) convex optimization (1320) text classification (6776) high-dimensional datum (157) unsupervised learning (3255)

Papers

The Shapley Value in Machine Learning IJCAI 2022
Consistent Sufficient Explanations and Minimal Local Rules for explaining the decision of any classifier or regressor NIPS 2022
Linguistically Motivated Features for Classifying Shorter Text into Fiction and Non-Fiction Genre COLING 2022
Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming ICML 2022
DiSC: Differential Spectral Clustering of Features NIPS 2022
A Theoretical Analysis on Independence-driven Importance Weighting for Covariate-shift Generalization ICML 2022
Locally Sparse Neural Networks for Tabular Biomedical Data ICML 2022
Submodular Span, with Applications to Conditional Data Summarization AAAI 2021
From global to local MDI variable importances for random forests and when they are Shapley values NIPS 2021
Factorization Machines with Regularization for Sparse Feature Interactions JMLR 2021
Learning Sparse Classifiers: Continuous and Mixed Integer Optimization Perspectives JMLR 2021
An Importance Weighted Feature Selection Stability Measure JMLR 2021
Integrative Generalized Convex Clustering Optimization and Feature Selection for Mixed Multi-View Data JMLR 2021
Alignment Rationale for Natural Language Inference IJCNLP 2021
A Highly-Efficient Group Elastic Net Algorithm with an Application to Function-On-Scalar Regression NIPS 2021
RaSE: Random Subspace Ensemble Classification JMLR 2021
Global Optimality Beyond Two Layers: Training Deep ReLU Networks via Convex Programs ICML 2021
Privacy-Preserving Feature Selection with Secure Multiparty Computation ICML 2021
Sparsity-Agnostic Lasso Bandit ICML 2021
Regression Analysis of Lexical and Morpho-Syntactic Properties of Kiezdeutsch EACL 2021
Alignment Rationale for Natural Language Inference ACL 2021
OffTamil@DravideanLangTech-EASL2021: Offensive Language Identification in Tamil Text EACL 2021
A Separation Result Between Data-oblivious and Data-aware Poisoning Attacks NIPS 2021
Automatic Severity Classification of Korean Dysarthric Speech Using Phoneme-Level Pronunciation Features INTERSPEECH 2021
GSPL: A Succinct Kernel Model for Group-Sparse Projections Learning of Multiview Data IJCAI 2021