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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

Risk-Averse Active Sensing for Timely Outcome Prediction under Cost Pressure NIPS 2023
Finding the Pillars of Strength for Multi-Head Attention ACL 2023
Conformalization of Sparse Generalized Linear Models ICML 2023
Exploring the English Accent-independent Features for Speech Emotion Recognition using Filter and Wrapper-based Methods for Feature Selection INTERSPEECH 2023
Practical Markov Boundary Learning without Strong Assumptions AAAI 2023
Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network NIPS 2023
Learning Concise and Descriptive Attributes for Visual Recognition ICCV 2023
Bayesian Variable Selection in a Million Dimensions AISTATS 2023
The Contextual Lasso: Sparse Linear Models via Deep Neural Networks NIPS 2023
A Multi-Surrogate Assisted Salp Swarm Feature Selection Algorithm with Multi-Population Adaptive Generation Strategy for Classification ACML 2023
A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning NIPS 2023
Improving Interpretability via Explicit Word Interaction Graph Layer AAAI 2023
Better Private Linear Regression Through Better Private Feature Selection NIPS 2023
EasyRec: An Easy-to-Use, Extendable and Efficient Framework for Building Industrial Recommendation Systems AAAI 2023
Cluster Explanation via Polyhedral Descriptions ICML 2023
False Discovery Proportion control for aggregated Knockoffs NIPS 2023
Reimagining Synthetic Tabular Data Generation through Data-Centric AI: A Comprehensive Benchmark NIPS 2023
Feature Selection in the Contrastive Analysis Setting NIPS 2023
Statistically Valid Variable Importance Assessment through Conditional Permutations NIPS 2023
spred: Solving L1 Penalty with SGD ICML 2023
A Unified Perspective on Regularization and Perturbation in Differentiable Subset Selection AISTATS 2023
OpenFE: Automated Feature Generation with Expert-level Performance ICML 2023
Difference of submodular minimization via DC programming ICML 2023
Representer Point Selection for Explaining Regularized High-dimensional Models ICML 2023
Joint Feature and Differentiable $ k $-NN Graph Learning using Dirichlet Energy NIPS 2023