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PKDD
2010
Springer
183views Data Mining» more  PKDD 2010»
15 years 3 months ago
Fast Active Exploration for Link-Based Preference Learning Using Gaussian Processes
Abstract. In preference learning, the algorithm observes pairwise relative judgments (preference) between items as training data for learning an ordering of all items. This is an i...
Zhao Xu, Kristian Kersting, Thorsten Joachims
SAC
2010
ACM
15 years 3 months ago
XTemplate 3.0: adding semantics to hypermedia compositions and providing document structure reuse
Hypermedia composite templates define generic structures of nodes and links that can be reused in different document compositions. The XTemplate language is an XML-based solutio...
Joel André Ferreira dos Santos, Débo...
SAGT
2010
Springer
175views Game Theory» more  SAGT 2010»
15 years 3 months ago
On Learning Algorithms for Nash Equilibria
Can learning algorithms find a Nash equilibrium? This is a natural question for several reasons. Learning algorithms resemble the behavior of players in many naturally arising gam...
Constantinos Daskalakis, Rafael Frongillo, Christo...
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SSPR
2010
Springer
15 years 3 months ago
Non-parametric Mixture Models for Clustering
Mixture models have been widely used for data clustering. However, commonly used mixture models are generally of a parametric form (e.g., mixture of Gaussian distributions or GMM),...
Pavan Kumar Mallapragada, Rong Jin, Anil K. Jain
SYNTHESE
2010
115views more  SYNTHESE 2010»
15 years 3 months ago
The Classical Model of Science: a millennia-old model of scientific rationality
Throughout more than two millennia philosophers adhered massively to ideal standards of scientific rationality going back ultimately to Aristotle’s Analytica posteriora. These s...
Willem R. de Jong, Arianna Betti
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