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AUTOMATICA
2007
113views more  AUTOMATICA 2007»
15 years 3 months ago
Correlation-based tuning of decoupling multivariable controllers
The iterative method labelled Correlation-based Tuning (CbT) is considered in this paper for tuning linear time-invariant multivariable controllers. The approach allows one to tun...
Ljubisa Miskovic, Alireza Karimi, Dominique Bonvin...
CORR
2010
Springer
174views Education» more  CORR 2010»
15 years 3 months ago
Gaussian Process Bandits for Tree Search
We motivate and analyse a new Tree Search algorithm, based on recent advances in the use of Gaussian Processes for bandit problems. We assume that the function to maximise on the ...
Louis Dorard, John Shawe-Taylor
CORR
2010
Springer
129views Education» more  CORR 2010»
15 years 3 months ago
ML(n)BiCGStab: Reformulation, Analysis and Implementation
With the help of index functions, we re-derive the ML(n)BiCGStab algorithm in [35] in a more systematic way. There are n ways to define the ML(n)BiCGStab residual vector. Each diff...
Man-Chung Yeung
CORR
2008
Springer
107views Education» more  CORR 2008»
15 years 3 months ago
Semantics and Evaluation of Top-k Queries in Probabilistic Databases
Abstract. We study here fundamental issues involved in top-k query evaluation in probabilistic databases. We consider simple probabilistic databases in which probabilities are asso...
Xi Zhang, Jan Chomicki
CVIU
2008
109views more  CVIU 2008»
15 years 3 months ago
Performance vs computational efficiency for optimizing single and dynamic MRFs: Setting the state of the art with primal-dual st
In this paper we introduce a novel method to address minimization of static and dynamic MRFs. Our approach is based on principles from linear programming and, in particular, on pr...
Nikos Komodakis, Georgios Tziritas, Nikos Paragios