Uncertainty in Artificial Intelligence
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Peter L. Spirtes
Department of Philosophy
Carnegie Mellon
Contact Information
Email : ps7z@andrew.cmu.edu
Mailing Address
Pittsburgh,  PA  15213
USA
Publications in UAI

UAI-2013
:: Calculation of Entailed Rank Constraints in Partially Non-Linear and Cyclic Models

UAI-2008
:: Discovering Cyclic Causal Models by Independent Components Analysis
:: Causal discovery of linear acyclic models with arbitrary distributions

UAI-2006
:: Adjacency-Faithfulness and Conservative Causal Inference
:: A theoretical study of Y structures for causal discovery

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

UAI-2003
:: Learning Measurement Models for Unobserved Variables
:: Strong Faithfulness and Uniform Consistency in Causal Inference

UAI-2001
:: Semi-Instrumental Variables: A Test for Instrument Admissibility

UAI-1995
:: Directed Cyclic Graphical Representations of Feedback Models
:: Causal Inference in the Presence of Latent Variables and Selection Bias

UAI-1991
:: Detecting Causal Relations in the Presence of Unmeasured Variables


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