Feature Selection

Post-selection inference with HSIC-Lasso ICML 2021 Reference-Free Word- and Sentence-Level Translation Evaluation with Token-Matching Metrics EMNLP 2021 Sample-Efficient L0-L2 Constrained Structure Learning of Sparse Ising Models AAAI 2021 Scalability vs. Utility: Do We Have To Sacrifice One for the Other in Data Importance Quantification? CVPR 2021 Sparse and Smooth Signal Estimation: Convexification of L0-Formulations JMLR 2021 Sparse Feature Selection Makes Batch Reinforcement Learning More Sample Efficient ICML 2021 Sparsity-Agnostic Lasso Bandit ICML 2021 SPECTRE: defending against backdoor attacks using robust statistics ICML 2021 Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis EMNLP 2021 To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning EMNLP 2021 A Comprehensive Dictionary and Term Variation Analysis for COVID-19 and SARS-CoV-2 EMNLP 2020 A determinantal point process for column subset selection JMLR 2020 A Non-Trivial Algorithm Enumerating Relevant Features over Finite Fields ALT 2020 Augmenting Neural Metaphor Detection with Concreteness ACL 2020 A Universal Dependencies Conversion Pipeline for a Penn-format Constituency Treebank COLING 2020 Characterizing the Value of Information in Medical Notes EMNLP 2020 Coresets for Data-efficient Training of Machine Learning Models ICML 2020 Deep Direct Likelihood Knockoffs NeurIPS 2020 Detecting Trending Terms in Cybersecurity Forum Discussions EMNLP 2020 Discriminative Feature Selection via A Structured Sparse Subspace Learning Module IJCAI 2020 Distributed Feature Screening via Componentwise Debiasing JMLR 2020 Dual Iterative Hard Thresholding JMLR 2020 Feature Importance Ranking for Deep Learning NeurIPS 2020 Fiedler Regularization: Learning Neural Networks with Graph Sparsity ICML 2020 High-Dimensional Interactions Detection with Sparse Principal Hessian Matrix JMLR 2020