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    AI
    2009
    Springer
    91views Artificial Intelligence» more  AI 2009»
    Modeling and Inference with Relational Dynamic Bayesian Networks
    15 years 4 months ago
    Modeling and Inference with Relational Dynamic Bayesian Networks
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    Cristina E. Manfredotti
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    TSP
    2008
    154views more  TSP 2008»
    Bayesian Inference for Linear Dynamic Models With Dirichlet Process Mixtures
    14 years 9 months ago
    Bayesian Inference for Linear Dynamic Models With Dirichlet Process Mixtures
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    Francois Caron, Manuel Davy, Arnaud Doucet, Emmanu...
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    IJON
    2008
    72views more  IJON 2008»
    Efficient Bayesian inference for harmonic models via adaptive posterior factorization
    14 years 8 months ago
    Efficient Bayesian inference for harmonic models via adaptive posterior factorization
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    Emmanuel Vincent, Mark D. Plumbley
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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
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    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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    UAI
    2008
    230views Artificial Intelligence» more  UAI 2008»
    Efficient Inference in Persistent Dynamic Bayesian Networks
    14 years 10 months ago
    Efficient Inference in Persistent Dynamic Bayesian Networks
    Download  uai2008.cs.helsinki.fi
    Numerous temporal inference tasks such as fault monitoring and anomaly detection exhibit a persistence property: for example, if something breaks, it stays broken until an interve...
    Tomás Singliar, Denver Dash
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