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ECML
2006
Springer
13 years 11 months ago
Transductive Gaussian Process Regression with Automatic Model Selection
Abstract. In contrast to the standard inductive inference setting of predictive machine learning, in real world learning problems often the test instances are already available at ...
Quoc V. Le, Alexander J. Smola, Thomas Gärtne...
COR
2011
13 years 2 months ago
A Lagrangian heuristic for satellite range scheduling with resource constraints
The task of scheduling communications between satellites and ground control stations is getting more and more critical since an increasing number of satellites must be controlled ...
Fabrizio Marinelli, Salvatore Nocella, Fabrizio Ro...
COCO
2009
Springer
131views Algorithms» more  COCO 2009»
14 years 2 months ago
A Multi-Round Communication Lower Bound for Gap Hamming and Some Consequences
—The Gap-Hamming-Distance problem arose in the context of proving space lower bounds for a number of key problems in the data stream model. In this problem, Alice and Bob have to...
Joshua Brody, Amit Chakrabarti
21
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JGO
2010
138views more  JGO 2010»
13 years 6 months ago
Continuous GRASP with a local active-set method for bound-constrained global optimization
Abstract. Global optimization seeks a minimum or maximum of a multimodal function over a discrete or continuous domain. In this paper, we propose a hybrid heuristic – based on th...
Ernesto G. Birgin, Erico M. Gozzi, Mauricio G. C. ...
BIOINFORMATICS
2000
149views more  BIOINFORMATICS 2000»
13 years 7 months ago
MaxSub: an automated measure for the assessment of protein structure prediction quality
Motivation: Evaluating the accuracy of predicted models is critical for assessing structure prediction methods. Because this problem is not trivial, a large number of different as...
Naomi Siew, Arne Elofsson, Leszek Rychlewski, Dani...