Principal Component Analysis and Higher Correlations for Distributed Data

10 April 2013

Papers citing "Principal Component Analysis and Higher Correlations for Distributed Data"

14 / 14 papers shown

Title
Reweighted Solutions for Weighted Low Rank Approximation David P. Woodruff T. Yasuda 42 1 0 04 Jun 2024
Oblivious sketching for logistic regression Alexander Munteanu Simon Omlor David P. Woodruff UQCV 46 17 0 14 Jul 2021
Faster Randomized Methods for Orthogonality Constrained Problems B. Shustin H. Avron 16 2 0 22 Jun 2021
Online Distributed Estimation of Principal Eigenspaces Davoud Ataee Tarzanagh Mohamad Kazem Shirani Faradonbeh George Michailidis 13 2 0 17 May 2019
Robust Coreset Construction for Distributed Machine Learning Hanlin Lu Ming-Ju Li T. He Shiqiang Wang Vijay Narayanan Kevin S. Chan OOD 19 25 0 11 Apr 2019
Relative Error Tensor Low Rank Approximation Zhao Song David P. Woodruff Peilin Zhong 30 122 0 26 Apr 2017
Communication Lower Bounds for Statistical Estimation Problems via a Distributed Data Processing Inequality M. Braverman A. Garg Tengyu Ma Huy Le Nguyen David P. Woodruff FedML 29 174 0 24 Jun 2015
Dimensionality Reduction for k-Means Clustering and Low Rank Approximation Michael B. Cohen Sam Elder Cameron Musco Christopher Musco Madalina Persu 42 355 0 24 Oct 2014
Tighter Low-rank Approximation via Sampling the Leveraged Element Srinadh Bhojanapalli Prateek Jain Sujay Sanghavi 26 37 0 14 Oct 2014
Improved Distributed Principal Component Analysis Maria-Florina Balcan Vandana Kanchanapally Yingyu Liang David P. Woodruff 50 148 0 25 Aug 2014
Optimal CUR Matrix Decompositions Christos Boutsidis David P. Woodruff 21 186 0 30 May 2014
Online Tensor Methods for Learning Latent Variable Models Furong Huang U. Niranjan Mohammad Umar Hakeem Anima Anandkumar 46 54 0 03 Sep 2013
Distributed k-Means and k-Median Clustering on General Topologies Maria-Florina Balcan Steven Ehrlich Yingyu Liang 54 124 0 03 Jun 2013
Near-optimal Coresets For Least-Squares Regression Christos Boutsidis P. Drineas M. Magdon-Ismail 50 80 0 16 Feb 2012