Feature Selection

Unsupervised Feature Selection by Pareto Optimization AAAI 2019 Worst-Case Discriminative Feature Selection IJCAI 2019 A Constructive Approach to L_0 Penalized Regression JMLR 2018 Adaptive Collaborative Similarity Learning for Unsupervised Multi-view Feature Selection IJCAI 2018 Approximate Submodularity and its Applications: Subset Selection, Sparse Approximation and Dictionary Selection JMLR 2018 Cuckoo Feature Hashing: Dynamic Weight Sharing for Sparse Analytics IJCAI 2018 DeepPINK: reproducible feature selection in deep neural networks NeurIPS 2018 Discrete model-based clustering with overlapping subsets of attributes PGM 2018 Exact learning augmented naive Bayes classifier PGM 2018 Fair and Diverse DPP-Based Data Summarization ICML 2018 Faster Training Algorithms for Structured Sparsity-Inducing Norm IJCAI 2018 Fast greedy algorithms for dictionary selection with generalized sparsity constraints NeurIPS 2018 Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell EMNLP 2018 Minimax Concave Penalized Multi-Armed Bandit Model with High-Dimensional Covariates ICML 2018 MISSION: Ultra Large-Scale Feature Selection using Count-Sketches ICML 2018 Model Agnostic Supervised Local Explanations NeurIPS 2018 New Balanced Active Learning Model and Optimization Algorithm IJCAI 2018 Nonoverlap-Promoting Variable Selection ICML 2018 Nonparametric variable importance using an augmented neural network with multi-task learning ICML 2018 Novel Empirical Mode Decomposition Cepstral Features for Replay Spoof Detection Interspeech 2018 Provable Variable Selection for Streaming Features ICML 2018 Robust Feature Selection on Incomplete Data IJCAI 2018 Saturating Splines and Feature Selection JMLR 2018 Sentiment analysis under temporal shift EMNLP 2018 Simultaneous Clustering and Estimation of Heterogeneous Graphical Models JMLR 2018