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AAAI
2008
15 years 5 months ago
Generating Application-Specific Benchmark Models for Complex Systems
Automated generators for synthetic models and data can play a crucial role in designing new algorithms/modelframeworks, given the sparsity of benchmark models for empirical analys...
Jun Wang, Gregory M. Provan
121
Voted
NIPS
2004
15 years 4 months ago
Instance-Specific Bayesian Model Averaging for Classification
Classification algorithms typically induce population-wide models that are trained to perform well on average on expected future instances. We introduce a Bayesian framework for l...
Shyam Visweswaran, Gregory F. Cooper
ECAI
2010
Springer
15 years 4 months ago
Context-Specific Independence in Directed Relational Probabilistic Models and its Influence on the Efficiency of Gibbs Sampling
Abstract. There is currently a large interest in relational probabilistic models. While the concept of context-specific independence (CSI) has been well-studied for models such as ...
Daan Fierens
IPPS
2006
IEEE
15 years 9 months ago
Realization of virtual networks in the DECOS integrated architecture
Due to the better utilization of computational and communication resources and the improved coordination of application subsystems, designers of large distributed embedded systems...
Roman Obermaisser, Philipp Peti
ICN
2005
Springer
15 years 9 months ago
Discovery and Routing in the HEN Heterogeneous Peer-to-Peer Network
Network infrastructures are nowadays getting more and more complex as security considerations and technical needs like network address translation are blocking traffic and protocol...
Tim Schattkowsky