Convex Total Least Squares

We study the total least squares (TLS) problem that generalizes least squares regression by allowing measurement errors in both dependent and independent variables. TLS is widely used in applied fields including computer vision, system identification and econometrics. The special case when all depen...

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Bibliographic Details
Main Authors: Slavov, Nikolai G (Author), Malioutov, Dmitry M. 1981- (Author)
Other Authors: Massachusetts Institute of Technology. Department of Biology (Contributor), Massachusetts Institute of Technology. Department of Physics (Contributor), Slavov, Nikolai (Contributor)
Format: Article
Language:English
Published: Association for Computing Machinery (ACM), 2015-05-05T16:57:18Z.
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