Feature Selection

GEASS: Neural causal feature selection for high-dimensional biological data ICLR 2023 Group SLOPE Penalized Low-Rank Tensor Regression JMLR 2023 Heavy Sets with Applications to Interpretable Machine Learning Diagnostics AISTATS 2023 Identifying Context-Dependent Translations for Evaluation Set Production EMNLP 2023 Joint Feature and Differentiable $ k $-NN Graph Learning using Dirichlet Energy NeurIPS 2023 Kernel Sufficient Dimension Reduction and Variable Selection for Compositional Data via Amalgamation ICML 2023 K-Nearest-Neighbor Local Sampling Based Conditional Independence Testing NeurIPS 2023 L0Learn: A Scalable Package for Sparse Learning using L0 Regularization JMLR 2023 LFTK: Handcrafted Features in Computational Linguistics ACL 2023 Nearest-Neighbor Sampling Based Conditional Independence Testing AAAI 2023 Optimal Sparse Recovery with Decision Stumps AAAI 2023 PED-ANOVA: Efficiently Quantifying Hyperparameter Importance in Arbitrary Subspaces IJCAI 2023 Practical Markov Boundary Learning without Strong Assumptions AAAI 2023 Sparse Markov Models for High-dimensional Inference JMLR 2023 Spearman Rank Correlation Screening for Ultrahigh-Dimensional Censored Data AAAI 2023 Stepdown SLOPE for Controlled Feature Selection AAAI 2023 The SKIM-FA Kernel: High-Dimensional Variable Selection and Nonlinear Interaction Discovery in Linear Time JMLR 2023 Tilted Sparse Additive Models ICML 2023 USTHB at ArAIEval’23 Shared Task: Disinformation Detection System based on Linguistic Feature Concatenation EMNLP 2023 Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data AAAI 2023 abess: A Fast Best-Subset Selection Library in Python and R JMLR 2022 A Comparison of Hamming Errors of Representative Variable Selection Methods ICLR 2022 A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension NeurIPS 2022 Additive Nonlinear Quantile Regression in Ultra-high Dimension JMLR 2022 Analyzing the Use of Influence Functions for Instance-Specific Data Filtering in Neural Machine Translation EMNLP 2022