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» Privacy-Preserving Singular Value Decomposition
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ACL
2010
15 years 2 months ago
SVD and Clustering for Unsupervised POS Tagging
We revisit the algorithm of Sch
Michael Lamar, Yariv Maron, Mark Johnson, Elie Bie...
ICMCS
2006
IEEE
187views Multimedia» more  ICMCS 2006»
15 years 10 months ago
A Nonnegative Matrix Factorization Scheme for Digital Image Watermarking
We present a new scheme for digital watermarking and secure copyright protection of digital images using nonnegative matrix factorization and singular value decomposition approach...
Mohammadreza Ghaderpanah, A. Ben Hamza
JCPHY
2011
109views more  JCPHY 2011»
14 years 7 months ago
Fast construction of hierarchical matrix representation from matrix-vector multiplication
We develop a hierarchical matrix construction algorithm using matrixvector multiplications, based on the randomized singular value decomposition of low-rank matrices. The algorith...
Lin Lin, Jianfeng Lu, Lexing Ying
CVPR
2008
IEEE
16 years 6 months ago
Spectrally optimal factorization of incomplete matrices
From the recovery of structure from motion to the separation of style and content, many problems in computer vision have been successfully approached by using bilinear models. The...
Pedro M. Q. Aguiar, João M. F. Xavier, Mark...
ICML
2009
IEEE
16 years 4 months ago
On sampling-based approximate spectral decomposition
This paper addresses the problem of approximate singular value decomposition of large dense matrices that arises naturally in many machine learning applications. We discuss two re...
Sanjiv Kumar, Mehryar Mohri, Ameet Talwalkar