Uncertainty in Artificial Intelligence
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Dan Geiger
Department of Computer Science
Technion-Israel
Contact Information
Email : dang@cs.technion.ac.il
Mailing Address
Haifa,  32000
Israel
Publications in UAI

UAI-1990
:: Separable and Transitive Graphoids

UAI-1989
:: d-Separation: From Theorems to Algorithms

UAI-1988
:: On the Logic of Causal Models

UAI-2007
:: Importance Sampling via Variational Optimization

UAI-2003
:: A Distance-Based Branch and Bound Feature Selection Algorithm
:: Automated Analytic Asymptotic Evaluation of the Marginal Likelihood for Latent Models

UAI-2002
:: Asymptotic Model Selection for Naive Bayesian Networks
:: Factorization of Discrete Probability Distributions

UAI-2000
:: Perfect Tree-Like Markovian Distributions
:: Likelihood Computations Using Value Abstractions

UAI-1999
:: Parameter Priors for Directed Acyclic Graphical Models and the Characterization of Several Probability Distributions
:: Quantifier Elimination for Statistical Problems
:: Random Algorithms for the Loop Cutset Problem

UAI-1998
:: Graphical Models and Exponential Families

UAI-1996
:: A Sufficiently Fast Algorithm for Finding Close to Optimal Junction Trees
:: Asymptotic Model Selection for Directed Networks with Hidden Variables

UAI-1995
:: Learning Bayesian Networks: A Unification for Discrete and Gaussian Domains
:: A Characterization of the Dirichlet Distribution with Application to Learning Bayesian Networks

UAI-1994
:: On Testing Whether an Embedded Bayesian Network Represents a Probability Model
:: Approximation Algorithms for the Loop Cutset Problem
:: Learning Bayesian Networks: The Combination of Knowledge and Statistical Data
:: Learning Gaussian Networks

UAI-1993
:: Inference Algorithms for Similarity Networks

UAI-1992
:: An Entropy-based Learning Algorithm of Bayesian Conditional Trees

UAI-1991
:: Advances in Probabilistic Reasoning

UAI-1990
:: Separable and transitive graphoids

UAI-1989
:: d-Separation: From Theorems to Algorithms

UAI-1988
:: On the Logic of Causal Models


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