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IFE
2011
37views more  IFE 2011»
14 years 5 months ago
Mapping communication layouts to network hardware characteristics on massive-scale blue gene systems
Pavan Balaji, Rinku Gupta, Abhinav Vishnu, Peter H...
127
Voted
SARA
2007
Springer
15 years 8 months ago
Active Learning of Dynamic Bayesian Networks in Markov Decision Processes
Several recent techniques for solving Markov decision processes use dynamic Bayesian networks to compactly represent tasks. The dynamic Bayesian network representation may not be g...
Anders Jonsson, Andrew G. Barto
FLAIRS
2007
15 years 4 months ago
Probabilistic Interactive Installations
We present a description of two small audio/visual immersive installations. The main framework is an interactive structure that enables multiple participants to generate jazz impr...
Constance G. Baltera, Sara B. Smith, Judy A. Frank...
UAI
1997
15 years 3 months ago
A Bayesian Approach to Learning Bayesian Networks with Local Structure
Recently several researchers have investigated techniques for using data to learn Bayesian networks containing compact representations for the conditional probability distribution...
David Maxwell Chickering, David Heckerman, Christo...
120
Voted
RSFDGRC
2005
Springer
208views Data Mining» more  RSFDGRC 2005»
15 years 7 months ago
On the Complexity of Probabilistic Inference in Singly Connected Bayesian Networks
Abstract. In this paper, we revisit the consensus of computational complexity on exact inference in Bayesian networks. We point out that even in singly connected Bayesian networks,...
Dan Wu, Cory J. Butz