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Feature Selection

479 papers

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Papers

Multiplicative Sparse Feature Decomposition for Efficient Multi-View Multi-Task Learning IJCAI 2019
Forward-Backward Selection with Early Dropping JMLR 2019
Semi-Analytic Resampling in Lasso JMLR 2019
Complete Search for Feature Selection in Decision Trees JMLR 2019
Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction JMLR 2019
CCMI : Classifier based Conditional Mutual Information Estimation UAI 2019
DeepPINK: reproducible feature selection in deep neural networks NIPS 2018
Model Agnostic Supervised Local Explanations NIPS 2018
Fast greedy algorithms for dictionary selection with generalized sparsity constraints NIPS 2018
TALEN: Tool for Annotation of Low-resource ENtities ACL 2018
Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell EMNLP 2018
Sentiment analysis under temporal shift EMNLP 2018
MISSION: Ultra Large-Scale Feature Selection using Count-Sketches ICML 2018
Fair and Diverse DPP-Based Data Summarization ICML 2018
Nonparametric variable importance using an augmented neural network with multi-task learning ICML 2018
Provable Variable Selection for Streaming Features ICML 2018
Minimax Concave Penalized Multi-Armed Bandit Model with High-Dimensional Covariates ICML 2018
Nonoverlap-Promoting Variable Selection ICML 2018
Adaptive Collaborative Similarity Learning for Unsupervised Multi-view Feature Selection IJCAI 2018
Cuckoo Feature Hashing: Dynamic Weight Sharing for Sparse Analytics IJCAI 2018
Faster Training Algorithms for Structured Sparsity-Inducing Norm IJCAI 2018
Spectral Feature Scaling Method for Supervised Dimensionality Reduction IJCAI 2018
New Balanced Active Learning Model and Optimization Algorithm IJCAI 2018
Robust Feature Selection on Incomplete Data IJCAI 2018
Novel Empirical Mode Decomposition Cepstral Features for Replay Spoof Detection INTERSPEECH 2018