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COLT
2005
Springer
15 years 6 months ago
Localized Upper and Lower Bounds for Some Estimation Problems
Abstract. We derive upper and lower bounds for some statistical estimation problems. The upper bounds are established for the Gibbs algorithm. The lower bounds, applicable for all ...
Tong Zhang
83
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ECML
2005
Springer
15 years 6 months ago
Fast Non-negative Dimensionality Reduction for Protein Fold Recognition
Abstract. In this paper, dimensionality reduction via matrix factorization with nonnegativity constraints is studied. Because of these constraints, it stands apart from other linea...
Oleg Okun, Helen Priisalu, Alexessander Alves
ILP
2005
Springer
15 years 6 months ago
Generalization Behaviour of Alkemic Decision Trees
Abstract. This paper is concerned with generalization issues for a decision tree learner for structured data called Alkemy. Motivated by error bounds established in statistical lea...
Kee Siong Ng
INTETAIN
2005
Springer
15 years 6 months ago
Getting the Story Right: Making Computer-Generated Stories More Entertaining
Abstract. In this paper we describe our efforts to increase the entertainment value of the stories generated by our story generation system, the Virtual Storyteller, at the levels...
Katri Oinonen, Mariët Theune, Anton Nijholt, ...
KIVS
2005
Springer
15 years 6 months ago
P2P Replication Revisited: Mobile Infrastructures
Abstract: Traffic engineering in P2P networks deals with organizing overlay networks. The challenge of unavailability has not been mastered yet. Considering the resource allocatio...
Jens O. Oberender, Hermann de Meer