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Feature Selection

479 papers

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Papers

Rank-based Lasso - efficient methods for high-dimensional robust model selection JMLR 2020
Sparse and Low-bias Estimation of High Dimensional Vector Autoregressive Models L4DC 2020
Power analysis of knockoff filters for correlated designs NIPS 2019
Interaction Hard Thresholding: Consistent Sparse Quadratic Regression in Sub-quadratic Time and Space NIPS 2019
Data Cleansing for Models Trained with SGD NIPS 2019
A Debiased MDI Feature Importance Measure for Random Forests NIPS 2019
Sobolev Independence Criterion NIPS 2019
Fast Parallel Algorithms for Statistical Subset Selection Problems NIPS 2019
Fast structure learning with modular regularization NIPS 2019
Selecting causal brain features with a single conditional independence test per feature NIPS 2019
Heuristic Search Algorithm for Dimensionality Reduction Optimally Combining Feature Selection and Feature Extraction AAAI 2019
Human-in-the-Loop Feature Selection AAAI 2019
Knowledge Refinement via Rule Selection AAAI 2019
Unsupervised Feature Selection by Pareto Optimization AAAI 2019
AFS: An Attention-Based Mechanism for Supervised Feature Selection AAAI 2019
A Probabilistic Derivation of LASSO and L12-Norm Feature Selections AAAI 2019
Semi-Supervised Feature Selection with Adaptive Discriminant Analysis AAAI 2019
IDION: A database for Modern Greek multiword expressions ACL 2019
Arabic Dialect Identification with Deep Learning and Hybrid Frequency Based Features ACL 2019
Quality and Coverage: The AFRL Submission to the WMT19 Parallel Corpus Filtering for Low-Resource Conditions Task ACL 2019
Interaction Detection with Bayesian Decision Tree Ensembles AISTATS 2019
Improving the Stability of the Knockoff Procedure: Multiple Simultaneous Knockoffs and Entropy Maximization AISTATS 2019
Iterative Projection and Matching: Finding Structure-Preserving Representatives and Its Application to Computer Vision CVPR 2019
Neural Extractive Text Summarization with Syntactic Compression EMNLP 2019
Worst-Case Discriminative Feature Selection IJCAI 2019