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UAI
1996
13 years 11 months ago
Binary Join Trees
The main goal of this paper is to describe a data structure called binary join trees that are useful in computing multiple marginals efficiently using the Shenoy-Shafer architectu...
Prakash P. Shenoy
UAI
1990
13 years 11 months ago
Problem formulation as the reduction of a decision model
In this paper, we extend the QMR-DT probabilistic model for the domain of internal medicine to include decisions about treatments. In addition, we describe how we can use the comp...
David Heckerman, Eric Horvitz
UAIS
2008
72views more  UAIS 2008»
13 years 9 months ago
Sign language applications: preliminary modeling
For deaf persons to have ready access to information and communication technologies (ICTs), the latter must be usable in sign language (SL), i.e. include interlanguage interfaces....
Annelies Braffort, Patrice Dalle
UAI
2001
13 years 11 months ago
Markov Chain Monte Carlo using Tree-Based Priors on Model Structure
We present a general framework for defining priors on model structure and sampling from the posterior using the Metropolis-Hastings algorithm. The key ideas are that structure pri...
Nicos Angelopoulos, James Cussens
UAI
2004
13 years 11 months ago
Computing Best-Response Strategies in Infinite Games of Incomplete Information
We describe an algorithm for computing bestresponse strategies in a class of two-player infinite games of incomplete information, defined by payoffs piecewise linear in agents...
Daniel M. Reeves, Michael P. Wellman