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    » Probabilistic Models of Verb-Argument Structure
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    ICML
    2009
    IEEE
    157views Machine Learning» more  ICML 2009»
    Learning structurally consistent undirected probabilistic graphical models
    15 years 10 months ago
    Learning structurally consistent undirected probabilistic graphical models
    Download  www.cs.unm.edu
    In many real-world domains, undirected graphical models such as Markov random fields provide a more natural representation of the dependency structure than directed graphical mode...
    Sushmita Roy, Terran Lane, Margaret Werner-Washbur...
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    BILDMED
    2009
    251views Algorithms» more  BILDMED 2009»
    Probabilistic Tracking and Model-Based Segmentation of 3D Tubular Structures
    14 years 10 months ago
    Probabilistic Tracking and Model-Based Segmentation of 3D Tubular Structures
    Download  sunsite.informatik.rwth-aachen.de
    Abstract. We introduce a new approach for tracking-based segmentation of 3D tubular structures. The approach is based on a novel combination of a 3D cylindrical intensity model and...
    Stefan Wörz, William J. Godinez, Karl Rohr
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    JAIR
    2011
    129views more  JAIR 2011»
    Exploiting Structure in Weighted Model Counting Approaches to Probabilistic Inference
    14 years 4 months ago
    Exploiting Structure in Weighted Model Counting Approaches to Probabilistic Inference
    Download  www.autodeskresearch.com
    Previous studies have demonstrated that encoding a Bayesian network into a SAT formula and then performing weighted model counting using a backtracking search algorithm can be an ...
    Wei Li 0002, Pascal Poupart, Peter van Beek
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    NIPS
    2001
    185views Information Technology» more  NIPS 2001»
    Probabilistic principles in unsupervised learning of visual structure: human data and a model
    14 years 11 months ago
    Probabilistic principles in unsupervised learning of visual structure: human data and a model
    Download  www.physics.brown.edu
    To find out how the representations of structured visual objects depend on the co-occurrence statistics of their constituents, we exposed subjects to a set of composite images wit...
    Shimon Edelman, Benjamin P. Hiles, Hwajin Yang, Na...
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    SCAI
    2008
    228views Artificial Intelligence» more  SCAI 2008»
    Probabilistic-Logic Models: Reasoning and Learning with Relational Structures
    14 years 11 months ago
    Probabilistic-Logic Models: Reasoning and Learning with Relational Structures
    Download  www.cs.aau.dk
    Manfred Jaeger
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