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...
Main Authors: | Slavov, Nikolai G (Author), Malioutov, Dmitry M. 1981- (Author) |
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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.
|
Subjects: | |
Online Access: | Get fulltext |
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