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» In Praise of Numerical Computation
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CVPR
2012
IEEE
12 years 15 days ago
Fixed-rank representation for unsupervised visual learning
Subspace clustering and feature extraction are two of the most commonly used unsupervised learning techniques in computer vision and pattern recognition. State-of-theart technique...
Risheng Liu, Zhouchen Lin, Fernando De la Torre, Z...

Tutorial
723views
15 years 9 months ago
MATLAB Tutorials
Set of MATLB tutorials covers the following topics: programming in the language of MATLAB, linear algebra, matrix computations, numerical analysis and linear programming with MATLA...
NAACL
2010
13 years 8 months ago
Formatting Time-Aligned ASR Transcripts for Readability
We address the problem of formatting the output of an automatic speech recognition (ASR) system for readability, while preserving wordlevel timing information of the transcript. O...
Maria Shugrina
DLT
2009
13 years 7 months ago
On the Complexity of Hmelevskii's Theorem and Satisfiability of Three Unknown Equations
Abstract. We analyze Hmelevskii's theorem, which states that the general solutions of constant-free equations on three unknowns are expressible by a finite collection of formu...
Aleksi Saarela
CORR
2010
Springer
102views Education» more  CORR 2010»
13 years 7 months ago
A contribution to the conditioning of the total least squares problem
We derive closed formulas for the condition number of a linear function of the total least squares solution. Given an over determined linear systems Ax = b, we show that this condi...
Marc Baboulin, Serge Gratton