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feature selection

649 papers

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Also known as

RFECV 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

Hardness and Algorithms for Robust and Sparse Optimization ICML 2022
Linguistically Motivated Features for Classifying Shorter Text into Fiction and Non-Fiction Genre COLING 2022
Efficient identification of informative features in simulation-based inference NIPS 2022
sunny-as2: Enhancing SUNNY for Algorithm Selection (Extended Abstract) IJCAI 2022
Normalizing Flows for Knockoff-free Controlled Feature Selection NIPS 2022
A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension NIPS 2022
Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging ACL 2022
TB or not TB? Acoustic cough analysis for tuberculosis classification INTERSPEECH 2022
Prediction of L2 speech proficiency based on multi-level linguistic features INTERSPEECH 2022
How Distributed are Distributed Representations? An Observation on the Locality of Syntactic Information in Verb Agreement Tasks ACL 2022
Feature and Parameter Selection in Stochastic Linear Bandits ICML 2022
Feature Collapsing for Gaussian Process Variable Ranking AISTATS 2022
Effective Nonlinear Feature Selection Method based on HSIC Lasso and with Variational Inference AISTATS 2022
Error-Based Knockoffs Inference for Controlled Feature Selection AAAI 2022
VFDS: Variational Foresight Dynamic Selection in Bayesian Neural Networks for Efficient Human Activity Recognition AISTATS 2022
Automatic Selection of Discriminative Features for Dementia Detection in Cantonese-Speaking People INTERSPEECH 2022
Deep Safe Multi-View Clustering: Reducing the Risk of Clustering Performance Degradation Caused by View Increase CVPR 2022
Leveraging Semantic and Sentiment Knowledge for User-Generated Text Sentiment Classification COLING 2022
Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models ACL 2022
Feature selection using e-values ICML 2022
Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming ICML 2022
Composite Feature Selection Using Deep Ensembles NIPS 2022
Scalable Bayesian Network Structure Learning with Splines PGM 2022
Fast Sparse Classification for Generalized Linear and Additive Models AISTATS 2022
Feature and Instance Joint Selection: A Reinforcement Learning Perspective IJCAI 2022