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    AAAI
    2010
    159views Intelligent Agents» more  AAAI 2010»
    New Mini-Bucket Partitioning Heuristics for Bounding the Probability of Evidence
    13 years 9 months ago
    New Mini-Bucket Partitioning Heuristics for Bounding the Probability of Evidence
    Download  www.ics.uci.edu
    Mini-Bucket Elimination (MBE) is a well-known approximation algorithm deriving lower and upper bounds on quantities of interest over graphical models. It relies on a procedure tha...
    Emma Rollon, Rina Dechter
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    AIPRF
    2007
    101views Artificial Intelligence» more  AIPRF 2007»
    On the Role of Interactive Epistemology in Multiagent Planning
    13 years 8 months ago
    On the Role of Interactive Epistemology in Multiagent Planning
    Download  www.cs.uga.edu
    This paper focuses on the foundational role of interactive epistemology in the problem of generating plans for rational agents in multiagent settings. Interactive epistemology dea...
    Prashant Doshi
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    IJCAI
    2007
    184views Artificial Intelligence» more  IJCAI 2007»
    Argumentation Based Contract Monitoring in Uncertain Domains
    13 years 8 months ago
    Argumentation Based Contract Monitoring in Uncertain Domains
    Download  ijcai.org
    Few existing argumentation frameworks are designed to deal with probabilistic knowledge, and none are designed to represent possibilistic knowledge, making them unsuitable for man...
    Nir Oren, Timothy J. Norman, Alun D. Preece
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    IJCAI
    2007
    271views Artificial Intelligence» more  IJCAI 2007»
    Integration of Hybrid Bio-Ontologies using Bayesian Networks for Knowledge Discovery
    13 years 8 months ago
    Integration of Hybrid Bio-Ontologies using Bayesian Networks for Knowledge Discovery
    Download  www.informatik.uni-hamburg.de
    This paper describes how high level biological knowledge obtained from ontologies such as the Gene Ontology (GO) can be integrated with low level information extracted from a Baye...
    Kenneth McGarry, Sheila Garfield, Nick Morris, Ste...
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    UAI
    2008
    299views Artificial Intelligence» more  UAI 2008»
    The Phylogenetic Indian Buffet Process: A Non-Exchangeable Nonparametric Prior for Latent Features
    13 years 8 months ago
    The Phylogenetic Indian Buffet Process: A Non-Exchangeable Nonparametric Prior for Latent Features
    Download  cocosci.berkeley.edu
    Nonparametric Bayesian models are often based on the assumption that the objects being modeled are exchangeable. While appropriate in some applications (e.g., bag-ofwords models f...
    Kurt T. Miller, Thomas L. Griffiths, Michael I. Jo...
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