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186
Voted
ALGORITHMICA
2004
15 years 5 months ago
2004
We study the Hausdorff Voronoi diagram of point clusters in the plane, a generalization of Voronoi diagrams based on the Hausdorff distance function. We derive a tight combinatori...
134
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AI
2000
Springer
15 years 5 months ago
2000
Springer
Markov decisionprocesses(MDPs) haveproven to be popular models for decision-theoretic planning, but standard dynamic programming algorithms for solving MDPs rely on explicit, stat...
141
Voted
CORR
2002
Springer
15 years 4 months ago
2002
Springer
This paper addresses the problem of classifying observations when features are context-sensitive, especially when the testing set involves a context that is different from the tra...
152
Voted
CSL
1998
Springer
15 years 4 months ago
1998
Springer
This paper presents PARADISE PARAdigm for DIalogue System Evaluation , a general framework for evaluating and comparing the performance of spoken dialogue agents. The framework d...
205
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ML
2002
ACM
15 years 4 months ago
2002
ACM
We present a general approach to model selection and regularization that exploits unlabeled data to adaptively control hypothesis complexity in supervised learning tasks. The idea ...