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JMLR
2010
145views more  JMLR 2010»
13 years 5 months ago
Kernel Partial Least Squares is Universally Consistent
We prove the statistical consistency of kernel Partial Least Squares Regression applied to a bounded regression learning problem on a reproducing kernel Hilbert space. Partial Lea...
Gilles Blanchard, Nicole Krämer
ICASSP
2011
IEEE
13 years 1 months ago
Weighted and structured sparse total least-squares for perturbed compressive sampling
Solving linear regression problems based on the total least-squares (TLS) criterion has well-documented merits in various applications, where perturbations appear both in the data...
Hao Zhu, Georgios B. Giannakis, Geert Leus
ATVA
2005
Springer
108views Hardware» more  ATVA 2005»
14 years 3 months ago
Multi-valued Model Checking Games
This work extends the game-based framework of µ-calculus model checking to the multi-valued setting. In multi-valued model checking a formula is interpreted over a Kripke structur...
Sharon Shoham, Orna Grumberg
FSTTCS
2001
Springer
14 years 2 months ago
Distributed LTL Model Checking Based on Negative Cycle Detection
Abstract. This paper addresses the state explosion problem in automata based LTL model checking. To deal with large space requirements we turn to use a distributed approach. All th...
Lubos Brim, Ivana Cerná, Pavel Krcál...
IWSSD
2000
IEEE
14 years 2 months ago
Model Checking Implicit-Invocation Systems
While implicit invocation (publish-subscribe) systems have goodengineering properties, they are difficult toreason about and to test. Model checking such systems is an attractive...
David Garlan, Serge Khersonsky