5785 search results - page 112 / 1157 » Approximability of Probability Distributions |
116
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ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
We provide a general framework for learning precise, compact, and fast representations of the Bayesian predictive distribution for a model. This framework is based on minimizing t...
106
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ANSS
2005
IEEE
15 years 9 months ago
2005
IEEE
The analysis of discrete stochastic models such as generally distributed stochastic Petri nets can be done using state space-based methods. The behavior of the model is described ...
146
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TIP
2008
15 years 3 months ago
2008
In this paper, we propose novel algorithms for total variation (TV) based image restoration and parameter estimation utilizing variational distribution approximations. Within the h...
137
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VLDB
2005
ACM
15 years 9 months ago
2005
ACM
Emerging large-scale monitoring applications require continuous tracking of complex dataanalysis queries over collections of physicallydistributed streams. Effective solutions hav...
129
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OPODIS
2007
15 years 4 months ago
2007
Abstract. We consider the distributed construction of a minimum weight 2edge-connected spanning subgraph (2-ECSS) of a given weighted or unweighted graph. A 2-ECSS of a graph is a ...