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

Uncertainty-Guided View-Strength-Aware Feature Utilization for Multi-View Classification AAAI 2026

Incomplete Multi-View Unsupervised Federated Feature Selection via Cooperative Particle Swarm Optimization and Tensor-Aligned Learning AAAI 2026

iDT-diet: Toward Personalized Health Forecasting-An Intelligent Digital Twin Model for Diet-Influenced Biomarker Trajectories (Student Abstract) AAAI 2026

Content-aware Information Compression and Selection for Whole Slide Image Analysis AAAI 2026

Meta-GAIN for Missing Data Imputation AAAI 2026

Context Minimization for Resource-Constrained Text Classification: Optimizing Performance-Efficiency Trade-offs through Linguistic Features EMNLP 2025

Graph Random Walk with Feature-Label Space Alignment: A Multi-Label Feature Selection Method IJCAI 2025

Feature Selection for Latent Factor Models CVPR 2025

Less is More: The Effectiveness of Compact Typological Language Representations EMNLP 2025

A Three-Tier LLM Framework for Forecasting Student Engagement from Qualitative Longitudinal Data ACL 2025

Noise-Resistant Label Reconstruction Feature Selection for Partial Multi-Label Learning IJCAI 2025

On Integrating Logical Analysis of Data into Random Forests IJCAI 2025

Tab-Shapley: Identifying Top-k Tabular Data Quality Insights AAAI 2025

Federated Causally Invariant Feature Learning AAAI 2025

Rank-one Convexification for Sparse Regression JMLR 2025

Toward Efficient Sparse Autoencoder-Guided Steering for Improved In-Context Learning in Large Language Models EMNLP 2025

Reconsidering Feature Structure Information and Latent Space Alignment in Partial Multi-label Feature Selection AAAI 2025

Multi-View Unsupervised Column Subset Selection via Combinatorial Search (Student Abstract) AAAI 2025

Support Vector-based Estimation of Multilinear Games for Feature Selection and Explanation AAAI 2025

Human Interpretable Virtual Metrology in the Semiconductor Manufacturing AAAI 2025

A Novel Sparse Active Online Learning Framework for Fast and Accurate Streaming Anomaly Detection Over Data Streams IJCAI 2025

Uncertainty-Aware Global-View Reconstruction for Multi-View Multi-Label Feature Selection AAAI 2025

Sparse SVM with Hard-Margin Loss: a Newton-Augmented Lagrangian Method in Reduced Dimensions JMLR 2025

Evolutionary Classifier Chain for Multi-Dimensional Classification AAAI 2025

Explainable Neural Networks with Guarantee: A Sparse Estimation Approach AAAI 2025