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          Stochastic generative model 
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    using directed
    acyclic graph 
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    (e.g. Bayes Net) 
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    Generation
    from model is easy 
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    Inference
    can be hard 
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    Learning
    is easy after inference 
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        Energy-based models that 
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    associate an
    energy with each data 
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    vector + hidden
    configuration 
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    Generation
    from model is hard 
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    Inference
    can be easy 
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    Is learning
    hard? 
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