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ATAL
2005
Springer
15 years 5 months ago
Reasoning about joint beliefs for execution-time communication decisions
Just as POMDPs have been used to reason explicitly about uncertainty in single-agent systems, there has been recent interest in using multi-agent POMDPs to coordinate teams of age...
Maayan Roth, Reid G. Simmons, Manuela M. Veloso
HPCC
2005
Springer
15 years 5 months ago
Reducing Memory Sharing Overheads in Distributed JVMs
Distributed JVM systems enable concurrent Java applications to transparently run on clusters of commodity computers by supporting Java’s shared-memory model over multiple JVMs di...
Marcelo Lobosco, Orlando Loques, Claudio Luis de A...
MLCW
2005
Springer
15 years 5 months ago
Evaluating Predictive Uncertainty Challenge
This Chapter presents the PASCAL1 Evaluating Predictive Uncertainty Challenge, introduces the contributed Chapters by the participants who obtained outstanding results, and provide...
Joaquin Quiñonero Candela, Carl Edward Rasm...
MLDM
2005
Springer
15 years 5 months ago
Multivariate Discretization by Recursive Supervised Bipartition of Graph
Abstract. In supervised learning, discretization of the continuous explanatory attributes enhances the accuracy of decision tree induction algorithms and naive Bayes classifier. M...
Sylvain Ferrandiz, Marc Boullé
ISSTA
2004
ACM
15 years 5 months ago
Optimal strategies for testing nondeterministic systems
This paper deals with testing of nondeterministic software systems. We assume that a model of the nondeterministic system is given by a directed graph with two kind of vertices: s...
Lev Nachmanson, Margus Veanes, Wolfram Schulte, Ni...
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