3096 search results - page 293 / 620 » The Generalized FITC Approximation |
182
click to vote
NIPS
2001
15 years 8 months ago
2001
In this paper we will show that a restricted class of constrained minimum divergence problems, named generalized inference problems, can be solved by approximating the KL divergen...
182
click to vote
WSC
2004
15 years 8 months ago
2004
Credit risk analysis for portfolios containing CDO tranches is a challenging task for risk managers. We propose here a basis function approach for CDO tranche valuation and portfo...
218
click to vote
METMBS
2003
15 years 8 months ago
2003
— We describe a stochastic optimization method that can be used to solve inverse problems in epidemic modelling. Although in general it cannot be expected that these inverse prob...
188
click to vote
UAI
2000
2000
Probabilistic Arc Consistency: A Connection between Constraint Reasoning and Probabilistic Reasoning
15 years 8 months ago
We document a connection between constraint reasoning and probabilistic reasoning. We present an algorithm, called probabilistic arc consistency, which is both a generalization of...
191
click to vote
UAI
1997
15 years 8 months ago
1997
We begin by discussing causal independence models and generalize these models to causal interaction models. Causal interaction models are models that have independent mechanisms w...