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    BMCBI
    2007
    94views more  BMCBI 2007»
    An evolutionary method for learning HMM structure: prediction of protein secondary structure
    13 years 8 months ago
    An evolutionary method for learning HMM structure: prediction of protein secondary structure
    Download  www.biomedcentral.com
    Kyoung-Jae Won, Thomas Hamelryck, Adam Prügel...
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    ICML
    2007
    IEEE
    112views Machine Learning» more  ICML 2007»
    Uncovering shared structures in multiclass classification
    14 years 8 months ago
    Uncovering shared structures in multiclass classification
    Download  www.machinelearning.org
    This paper suggests a method for multiclass learning with many classes by simultaneously learning shared characteristics common to the classes, and predictors for the classes in t...
    Yonatan Amit, Michael Fink 0002, Nathan Srebro, Sh...
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    ICML
    2006
    IEEE
    156views Machine Learning» more  ICML 2006»
    Learning the structure of Factored Markov Decision Processes in reinforcement learning problems
    14 years 8 months ago
    Learning the structure of Factored Markov Decision Processes in reinforcement learning problems
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    Recent decision-theoric planning algorithms are able to find optimal solutions in large problems, using Factored Markov Decision Processes (fmdps). However, these algorithms need ...
    Thomas Degris, Olivier Sigaud, Pierre-Henri Wuille...
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    IJCAI
    2001
    125views Artificial Intelligence» more  IJCAI 2001»
    Active Learning for Structure in Bayesian Networks
    13 years 9 months ago
    Active Learning for Structure in Bayesian Networks
    Download  ai.stanford.edu
    The task of causal structure discovery from empirical data is a fundamental problem in many areas. Experimental data is crucial for accomplishing this task. However, experiments a...
    Simon Tong, Daphne Koller
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    ICML
    2005
    IEEE
    126views Machine Learning» more  ICML 2005»
    Learning structured prediction models: a large margin approach
    14 years 8 months ago
    Learning structured prediction models: a large margin approach
    Download  www.seas.upenn.edu
    Benjamin Taskar, Vassil Chatalbashev, Daphne Kolle...
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