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» Robustness in the Presence of Liveness
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110
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CVPR
2008
IEEE
16 years 2 months ago
Robust tensor factorization using R1 norm
Over the years, many tensor based algorithms, e.g. two dimensional principle component analysis (2DPCA), two dimensional singular value decomposition (2DSVD), high order SVD, have...
Heng Huang, Chris H. Q. Ding
104
Voted
CORR
2008
Springer
138views Education» more  CORR 2008»
15 years 21 days ago
An Improved Robust Fuzzy Extractor
We consider the problem of building robust fuzzy extractors, which allow two parties holding similar random variables W, W to agree on a secret key R in the presence of an active ...
Bhavana Kanukurthi, Leonid Reyzin
93
Voted
GECCO
2005
Springer
146views Optimization» more  GECCO 2005»
15 years 6 months ago
An empirical study of the robustness of two module clustering fitness functions
Two of the attractions of search-based software engineering (SBSE) derive from the nature of the fitness functions used to guide the search. These have proved to be highly robust...
Mark Harman, Stephen Swift, Kiarash Mahdavi
AUTOMATICA
2005
115views more  AUTOMATICA 2005»
15 years 15 days ago
Robust constrained predictive control using comparison model
This paper proposes a quadratic programming (QP) approach to robust model predictive control (MPC) for constrained linear systems having both model uncertainties and bounded distu...
Hiroaki Fukushima, Robert R. Bitmead
CSDA
2007
152views more  CSDA 2007»
15 years 12 days ago
Robust variable selection using least angle regression and elemental set sampling
In this paper we address the problem of selecting variables or features in a regression model in the presence of both additive (vertical) and leverage outliers. Since variable sel...
Lauren McCann, Roy E. Welsch