conftrace_

unsupervised feature selection

14 papers

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Also known as

UFS

Co-occurring keywords

dimensionality reduction (720) feature selection (649) unsupervised learning (3264) reconstruction error (67) multi-view learning (391) graph laplacian (109) feature rescaling (2) similarity matrix (37) low-rank constraint (14) numerical linear algebra (35)

Papers

Unsupervised Feature Selection Through Group Discovery AAAI 2026
Unsupervised Kernel-based Multi-view Feature Selection with Robust Self-representation and Binary Hashing AAAI 2025
Multi-modal differentiable unsupervised feature selection UAI 2023
Algorithmic stability and generalization of an unsupervised feature selection algorithm NIPS 2021
Differentiable Unsupervised Feature Selection based on a Gated Laplacian NIPS 2021
Cross-View Local Structure Preserved Diversity and Consensus Learning for Multi-View Unsupervised Feature Selection AAAI 2019
Unsupervised Feature Selection by Pareto Optimization AAAI 2019
Adaptive Hypergraph Learning for Unsupervised Feature Selection IJCAI 2017
Reconstruction-based Unsupervised Feature Selection: An Embedded Approach IJCAI 2017
Unsupervised Feature Selection by Preserving Stochastic Neighbors AISTATS 2016
Globally Sparse Probabilistic PCA AISTATS 2016
Unsupervised Simultaneous Orthogonal Basis Clustering Feature Selection CVPR 2015
Pass-efficient unsupervised feature selection NIPS 2013
Unsupervised Feature Selection for the $k$-means Clustering Problem NIPS 2009