2040 search results - page 16 / 408 » Approximate Expectation Maximization |
105
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UAI
2001
15 years 18 days ago
2001
This paper presents a new deterministic approximation technique in Bayesian networks. This method, "Expectation Propagation," unifies two previous techniques: assumed-de...
EUSFLAT
2009
2009
Continuity and Additivity of the Trapezoidal Approximation Preserving the Expected Interval Operator
14 years 9 months ago
Abstract-- The nearest trapezoidal fuzzy number to a fuzzy number, with respect to a well-known metric and preserving the expected interval, was determined in recent articles. In t...
100
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ORL
2008
14 years 11 months ago
2008
We propose a sample average approximation (SAA) method for stochastic programming problems involving an expected value constraint. Such problems arise, for example, in portfolio s...
177
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ICDE
2007
IEEE
16 years 18 days ago
2007
IEEE
Traditional approaches for efficiently processing historical queries, where a history is a multidimensional timeseries, employ a two step filter-and-refine scheme. In the filter s...
NIPS
2004
15 years 18 days ago
2004
We propose a novel a framework for deriving approximations for intractable probabilistic models. This framework is based on a free energy (negative log marginal likelihood) and ca...