conftrace_

random sampling

37 papers

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Co-occurring keywords

matrix completion (356) kernel methods (1097) dimension reduction (120) spectral clustering (305) dimensionality reduction (720) matrix sketching (61) random projection (145) leverage score sampling (22) high dimensional datum (33) sparse datum (41)

Papers

Fitting Low-Rank Tensors in Constant Time NIPS 2017
On Lloyd’s Algorithm: New Theoretical Insights for Clustering in Practice AISTATS 2016
Compressive Spectral Clustering ICML 2016
Fast and Memory Optimal Low-Rank Matrix Approximation NIPS 2015
Nonlinear Dimensionality Reduction of Data by Deep Distributed Random Samplings ACML 2014
Randomized Max-Margin Compositions for Visual Recognition CVPR 2014
Sampling Strategies for Real-Time Action Recognition CVPR 2013
Scalable Simple Random Sampling and Stratified Sampling ICML 2013
Random Conic Pursuit for Semidefinite Programming NIPS 2010
One sketch for all: Theory and Application of Conditional Random Sampling NIPS 2008
Random Sampling of States in Dynamic Programming NIPS 2007
Conditional Random Sampling: A Sketch-based Sampling Technique for Sparse Data NIPS 2006