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    JMLR
    2008
    120views more  JMLR 2008»
    Causal Reasoning with Ancestral Graphs
    13 years 8 months ago
    Causal Reasoning with Ancestral Graphs
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    Causal reasoning is primarily concerned with what would happen to a system under external interventions. In particular, we are often interested in predicting the probability distr...
    Jiji Zhang
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    JBI
    2006
    105views Bioinformatics» more  JBI 2006»
    User modeling and adaptation in health promotion dialogs with an animated character
    13 years 8 months ago
    User modeling and adaptation in health promotion dialogs with an animated character
    Download  www.di.uniba.it
    In this paper, we describe our experience with the design and implementation of an embodied conversational agent (ECA) that converses with users in order to change their dietary b...
    Fiorella de Rosis, Nicole Novielli, Valeria Carofi...
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    JMLR
    2006
    118views more  JMLR 2006»
    Learning Factor Graphs in Polynomial Time and Sample Complexity
    13 years 8 months ago
    Learning Factor Graphs in Polynomial Time and Sample Complexity
    Download  jmlr.csail.mit.edu
    We study the computational and sample complexity of parameter and structure learning in graphical models. Our main result shows that the class of factor graphs with bounded degree...
    Pieter Abbeel, Daphne Koller, Andrew Y. Ng
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    JMLR
    2006
    136views more  JMLR 2006»
    Optimising Kernel Parameters and Regularisation Coefficients for Non-linear Discriminant Analysis
    13 years 8 months ago
    Optimising Kernel Parameters and Regularisation Coefficients for Non-linear Discriminant Analysis
    Download  jmlr.csail.mit.edu
    In this paper we consider a novel Bayesian interpretation of Fisher's discriminant analysis. We relate Rayleigh's coefficient to a noise model that minimises a cost base...
    Tonatiuh Peña Centeno, Neil D. Lawrence
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    PRL
    2006
    115views more  PRL 2006»
    A hybrid parallel projection approach to object-based image restoration
    13 years 8 months ago
    A hybrid parallel projection approach to object-based image restoration
    Download  www.vcipl.okstate.edu
    Approaches analyzing local characteristics of an image prevail in image restoration. However, they are less effective in cases of restoring images degraded by large size point spr...
    Xin Fan, Hua Huang, Dequn Liang, Chun Qi
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