UAI - Uncertainty in Artificial Intelligence

Proceedings

Authors • Author's Info.

Thomas S. Richardson

Philosophy Department
Carnegie Mellon

Contact Information

Email : tsr+@andrew.cmu.edu

Mailing Address

Pittsburgh, PA 15213
USA

Publications in UAI

UAI-2012
:: Nested Markov Properties for Acyclic Directed Mixed Graphs

UAI-2011
:: Learning high-dimensional DAGs with latent and selection variables
:: An Efficient Algorithm for Computing Interventional Distributions in Latent Variable Causal Models

UAI-2010
:: Maximum likelihood fitting of acyclic directed mixed graphs to binary data

UAI-2009
:: A factorization criterion for acyclic directed mixed graphs

UAI-2005
:: Towards Characterizing Markov Equivalence Classes for Directed Acyclic Graphs with Latent Variables

UAI-2004
:: Iterative Conditional Fitting for Gaussian Ancestral Graph Models

UAI-2003
:: Using the structure of d-connecting paths as a qualitative measure of the strength of dependence
:: A New Algorithm for Maximum Likelihood Estimation in Gaussian Graphical Models for Marginal Independence

UAI-2002
:: Markov Equivalence Classes for Maximal Ancestral Graphs

UAI-2001
:: Cross-covariance modelling via DAGs with hidden variables

UAI-1996
:: A Discovery Algorithm for Directed Cyclis Graphs
:: A Polynomial-Time Algorithm for Deciding Markov Equivalence of Directed Cyclic Graphical Models

UAI-1995
:: Causal Inference in the Presence of Latent Variables and Selection Bias

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