conftrace_

subspace approximation

9 papers

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Co-occurring keywords · papers mentioning both

dimensionality reduction (4) coreset construction (2) streaming algorithm (2) sample complexity (2) k-means clustering (2) matrix factorization (2) streaming principal component analysis (1) memory complexity (1) k-median clustering (1) high-dimensional data (1)

Papers

High-Dimensional Geometric Streaming for Nearly Low Rank Data ICML 2024 A Model-Agnostic Randomized Learning Framework based on Random Hypothesis Subspace Sampling ICML 2022 Dimensionality Reduction for the Sum-of-Distances Metric ICML 2021 Efficient Coreset Constructions via Sensitivity Sampling ACML 2021 Projection techniques to update the truncated SVD of evolving matrices with applications ICML 2021 Robust Subspace Approximation in a Stream NeurIPS 2018 A Compositional Model for Low-Dimensional Image Set Representation CVPR 2014 Memory Limited, Streaming PCA NeurIPS 2013 Learning Manifolds with K-Means and K-Flats NeurIPS 2012