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cur decomposition

12 papers

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Also known as

CUR

Co-occurring keywords

low-rank approximation (323) nystrom method (46) matrix completion (356) matrix approximation (89) matrix decomposition (119) nearest neighbor search (186) tensor decomposition (375) matrix factorization (529) similarity matrix (37) low rank approximation (47)

Papers

A Novel Sparse Active Online Learning Framework for Fast and Accurate Streaming Anomaly Detection Over Data Streams IJCAI 2025
CURSOR: Scalable Mixed-Order Hypergraph Matching with CUR Decomposition CVPR 2024
Efficient Robust Principal Component Analysis via Block Krylov Iteration and CUR Decomposition CVPR 2023
Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR Decomposition EMNLP 2023
Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization EMNLP 2022
Sublinear Time Approximation of Text Similarity Matrices AAAI 2022
Mode-wise Tensor Decompositions: Multi-dimensional Generalizations of CUR Decompositions JMLR 2021
ANOMALOUS: A Joint Modeling Approach for Anomaly Detection on Attributed Networks IJCAI 2018
CUR Algorithm for Partially Observed Matrices ICML 2015
Spectral Gap Error Bounds for Improving CUR Matrix Decomposition and the Nyström Method AISTATS 2015
Improving CUR Matrix Decomposition and the Nystrom Approximation via Adaptive Sampling JMLR 2013
CUR from a Sparse Optimization Viewpoint NIPS 2010