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feature selection

649 papers

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Also known as

FS

Co-occurring keywords

support vector machine (976) dimensionality reduction (720) sparse optimization (246) kernel methods (1096) variable selection (146) sparse regression (175) convex optimization (1320) text classification (6776) high-dimensional datum (157) unsupervised learning (3255)

Papers

Heuristic Search Algorithm for Dimensionality Reduction Optimally Combining Feature Selection and Feature Extraction AAAI 2019
Objective Assessment of Social Skills Using Automated Language Analysis for Identification of Schizophrenia and Bipolar Disorder INTERSPEECH 2019
Linear Discriminant Differential Evolution for Feature Selection in Emotional Speech Recognition INTERSPEECH 2019
Styrian Dialect Classification: Comparing and Fusing Classifiers Based on a Feature Selection Using a Genetic Algorithm INTERSPEECH 2019
Binarsity: a penalization for one-hot encoded features in linear supervised learning JMLR 2019
Strong Baselines for Complex Word Identification across Multiple Languages NAACL 2019
Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object Tracking ICCV 2019
Dynamic Anchor Feature Selection for Single-Shot Object Detection ICCV 2019
NTNU at SemEval-2018 Task 7: Classifier Ensembling for Semantic Relation Identification and Classification in Scientific Papers SEMEVAL 2018
On Robust Trimming of Bayesian Network Classifiers IJCAI 2018
Orthogonal Matching Pursuit for Text Classification EMNLP 2018
A Constructive Approach to $L_0$ Penalized Regression JMLR 2018
Black Box FDR ICML 2018
Robust Feature Selection on Incomplete Data IJCAI 2018
Exact learning augmented naive Bayes classifier PGM 2018
A Fast and Scalable Joint Estimator for Integrating Additional Knowledge in Learning Multiple Related Sparse Gaussian Graphical Models ICML 2018
Convergence guarantees for a class of non-convex and non-smooth optimization problems ICML 2018
MSplit LBI: Realizing Feature Selection and Dense Estimation Simultaneously in Few-shot and Zero-shot Learning ICML 2018
Data Summarization at Scale: A Two-Stage Submodular Approach ICML 2018
Saturating Splines and Feature Selection JMLR 2018
Divide-and-Conquer for Debiased $l_1$-norm Support Vector Machine in Ultra-high Dimensions JMLR 2018
Sentiment analysis under temporal shift EMNLP 2018
Dynamic Feature Selection with Attention in Incremental Parsing COLING 2018
Learning to Explain: An Information-Theoretic Perspective on Model Interpretation ICML 2018
Topic or Style? Exploring the Most Useful Features for Authorship Attribution COLING 2018