← Keywords

feature selection

649 papers

Explore in graph

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

spred: Solving L1 Penalty with SGD ICML 2023
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning ICML 2023
On Learning Necessary and Sufficient Causal Graphs NIPS 2023
Fast Feature Selection with Fairness Constraints AISTATS 2023
Clustering High-dimensional Data with Ordered Weighted $\ell_1$ Regularization AISTATS 2023
L0Learn: A Scalable Package for Sparse Learning using L0 Regularization JMLR 2023
Coordinate Descent for SLOPE AISTATS 2023
A Multi-Surrogate Assisted Salp Swarm Feature Selection Algorithm with Multi-Population Adaptive Generation Strategy for Classification ACML 2023
Fast Block Coordinate Descent for Non-Convex Group Regularizations AISTATS 2023
Efficient Top-K Feature Selection Using Coordinate Descent Method AAAI 2023
OpenFE: Automated Feature Generation with Expert-level Performance ICML 2023
EasyRec: An Easy-to-Use, Extendable and Efficient Framework for Building Industrial Recommendation Systems AAAI 2023
Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network NIPS 2023
Finding Groups of Cross-Correlated Features in Bi-View Data JMLR 2023
sunny-as2: Enhancing SUNNY for Algorithm Selection (Extended Abstract) IJCAI 2022
Feature Collapsing for Gaussian Process Variable Ranking AISTATS 2022
Transfer Learning in Information Criteria-based Feature Selection JMLR 2022
Composite Feature Selection Using Deep Ensembles NIPS 2022
abess: A Fast Best-Subset Selection Library in Python and R JMLR 2022
Sufficient reductions in regression with mixed predictors JMLR 2022
LinCDE: Conditional Density Estimation via Lindsey's Method JMLR 2022
Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming ICML 2022
Where to Pay Attention in Sparse Training for Feature Selection? NIPS 2022
Feature and Parameter Selection in Stochastic Linear Bandits ICML 2022
Feature selection using e-values ICML 2022