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

On Sparse Canonical Correlation Analysis NIPS 2024

Semi-Supervised Sparse Gaussian Classification: Provable Benefits of Unlabeled Data NIPS 2024

On the Computational Complexity of Private High-dimensional Model Selection NIPS 2024

Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features NIPS 2024

Double-Layer Hybrid-Label Identification Feature Selection for Multi-View Multi-Label Learning AAAI 2024

Selective Deep Autoencoder for Unsupervised Feature Selection AAAI 2024

MMD-based Variable Importance for Distributional Random Forest AISTATS 2024

Embedded Feature Selection on Graph-Based Multi-View Clustering AAAI 2024

PEACH: Pretrained-Embedding Explanation across Contextual and Hierarchical Structure IJCAI 2024

Discriminability-Driven Channel Selection for Out-of-Distribution Detection CVPR 2024

Interpretable data-driven model predictive control of building energy systems using SHAP L4DC 2024

Exploiting Careful Design of SVM Solution for Aspect-term Sentiment Analysis EMNLP 2024

Fair Multivariate Adaptive Regression Splines for Ensuring Equity and Transparency AAAI 2024

SLICE: Stabilized LIME for Consistent Explanations for Image Classification CVPR 2024

Robust AI-Generated Text Detection by Restricted Embeddings EMNLP 2024

ALAS: Active Learning for Autoconversion Rates Prediction from Satellite Data AISTATS 2024

End-to-end Feature Selection Approach for Learning Skinny Trees AISTATS 2024

Towards Robust Event-guided Low-Light Image Enhancement: A Large-Scale Real-World Event-Image Dataset and Novel Approach CVPR 2024

Unified Transfer Learning in High-Dimensional Linear Regression AISTATS 2024

MASTER: Market-Guided Stock Transformer for Stock Price Forecasting AAAI 2024

Lifting by Image – Leveraging Image Cues for Accurate 3D Human Pose Estimation AAAI 2024

Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation IJCAI 2024

Uncertainty-aware Action Decoupling Transformer for Action Anticipation CVPR 2024

Confident Feature Ranking AISTATS 2024

Power of knockoff: The impact of ranking algorithm, augmented design, and symmetric statistic JMLR 2024