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Feature Selection

479 papers

Papers per year

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Papers

LMLFM: Longitudinal Multi-Level Factorization Machine AAAI 2020
Stable Learning via Sample Reweighting AAAI 2020
Revisiting Probability Distribution Assumptions for Information Theoretic Feature Selection AAAI 2020
Robust Self-Weighted Multi-View Projection Clustering AAAI 2020
Multi-Label Causal Feature Selection AAAI 2020
To Avoid the Pitfall of Missing Labels in Feature Selection: A Generative Model Gives the Answer AAAI 2020
Optimizing the Feature Selection Process for Better Accuracy in Datasets with a Large Number of Features (Student Abstract) AAAI 2020
Augmenting Neural Metaphor Detection with Concreteness ACL 2020
Sparse Hilbert-Schmidt Independence Criterion Regression AISTATS 2020
A Non-Trivial Algorithm Enumerating Relevant Features over Finite Fields ALT 2020
A Universal Dependencies Conversion Pipeline for a Penn-format Constituency Treebank COLING 2020
Uncertainty Based Camera Model Selection CVPR 2020
Select to Better Learn: Fast and Accurate Deep Learning Using Data Selection From Nonlinear Manifolds CVPR 2020
Characterizing the Value of Information in Medical Notes EMNLP 2020
A Comprehensive Dictionary and Term Variation Analysis for COVID-19 and SARS-CoV-2 EMNLP 2020
Detecting Trending Terms in Cybersecurity Forum Discussions EMNLP 2020
Coresets for Data-efficient Training of Machine Learning Models ICML 2020
Fiedler Regularization: Learning Neural Networks with Graph Sparsity ICML 2020
Multi-label Feature Selection via Global Relevance and Redundancy Optimization IJCAI 2020
Discriminative Feature Selection via A Structured Sparse Subspace Learning Module IJCAI 2020
Improving Speech Recognition of Compound-Rich Languages INTERSPEECH 2020
High-Dimensional Interactions Detection with Sparse Principal Hessian Matrix JMLR 2020
Distributed Feature Screening via Componentwise Debiasing JMLR 2020
Dual Iterative Hard Thresholding JMLR 2020
A determinantal point process for column subset selection JMLR 2020