feature selection

Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network NeurIPS 2023 Towards Trustworthy Explanation: On Causal Rationalization ICML 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 Accelerated Projected Gradient Algorithms for Sparsity Constrained Optimization Problems NeurIPS 2022 A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension NeurIPS 2022 A Theoretical Analysis on Independence-driven Importance Weighting for Covariate-shift Generalization ICML 2022 Attentional Meta-learners for Few-shot Polythetic Classification ICML 2022 Automatic Selection of Discriminative Features for Dementia Detection in Cantonese-Speaking People Interspeech 2022 Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging ACL 2022 Categorical Neighbour Correlation Coefficient (CnCor) for Detecting Relationships between Categorical Variables AAAI 2022 Comparing Distributions by Measuring Differences that Affect Decision Making ICLR 2022 Composite Feature Selection Using Deep Ensembles NeurIPS 2022 ConFeSS: A Framework for Single Source Cross-Domain Few-Shot Learning ICLR 2022 Consistent Sufficient Explanations and Minimal Local Rules for explaining the decision of any classifier or regressor NeurIPS 2022 Deep Safe Multi-View Clustering: Reducing the Risk of Clustering Performance Degradation Caused by View Increase CVPR 2022 DiSC: Differential Spectral Clustering of Features NeurIPS 2022 Effective Nonlinear Feature Selection Method based on HSIC Lasso and with Variational Inference AISTATS 2022 Efficient identification of informative features in simulation-based inference NeurIPS 2022 Error-Based Knockoffs Inference for Controlled Feature Selection AAAI 2022 Facilitating Human-Wildlife Cohabitation through Conflict Prediction AAAI 2022 Fast Sparse Classification for Generalized Linear and Additive Models AISTATS 2022 Feature and Instance Joint Selection: A Reinforcement Learning Perspective IJCAI 2022 Feature and Parameter Selection in Stochastic Linear Bandits ICML 2022 Feature Collapsing for Gaussian Process Variable Ranking AISTATS 2022