Feature Selection

Arabic Dialect Identification with Deep Learning and Hybrid Frequency Based Features ACL 2019 CCMI : Classifier based Conditional Mutual Information Estimation UAI 2019 Complete Search for Feature Selection in Decision Trees JMLR 2019 Data Cleansing for Models Trained with SGD NeurIPS 2019 Fast Parallel Algorithms for Statistical Subset Selection Problems NeurIPS 2019 Fast structure learning with modular regularization NeurIPS 2019 FEARS: a Feature and Representation Selection approach for Time Series Classification ACML 2019 Forward-Backward Selection with Early Dropping JMLR 2019 Heuristic Search Algorithm for Dimensionality Reduction Optimally Combining Feature Selection and Feature Extraction AAAI 2019 Human-in-the-Loop Feature Selection AAAI 2019 IDION: A database for Modern Greek multiword expressions ACL 2019 Improving the Stability of the Knockoff Procedure: Multiple Simultaneous Knockoffs and Entropy Maximization AISTATS 2019 Interaction Detection with Bayesian Decision Tree Ensembles AISTATS 2019 Interaction Hard Thresholding: Consistent Sparse Quadratic Regression in Sub-quadratic Time and Space NeurIPS 2019 Iterative Projection and Matching: Finding Structure-Preserving Representatives and Its Application to Computer Vision CVPR 2019 Knowledge Refinement via Rule Selection AAAI 2019 Multiplicative Sparse Feature Decomposition for Efficient Multi-View Multi-Task Learning IJCAI 2019 Neural Extractive Text Summarization with Syntactic Compression EMNLP 2019 Power analysis of knockoff filters for correlated designs NeurIPS 2019 Quality and Coverage: The AFRL Submission to the WMT19 Parallel Corpus Filtering for Low-Resource Conditions Task ACL 2019 Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction JMLR 2019 Selecting causal brain features with a single conditional independence test per feature NeurIPS 2019 Semi-Analytic Resampling in Lasso JMLR 2019 Semi-Supervised Feature Selection with Adaptive Discriminant Analysis AAAI 2019 Sobolev Independence Criterion NeurIPS 2019