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David Maxwell Chickering

Selective Greedy Equivalence Search: Finding Optimal Bayesian Networks Using a Polynomial Number of Score Evaluations

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Jun 06, 2015
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Efficient Approximations for the Marginal Likelihood of Incomplete Data Given a Bayesian Network

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May 17, 2015
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Learning Bayesian Networks: The Combination of Knowledge and Statistical Data

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May 16, 2015
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A Bayesian Approach to Learning Bayesian Networks with Local Structure

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May 16, 2015
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Learning Mixtures of DAG Models

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May 16, 2015
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Fast Learning from Sparse Data

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May 16, 2015
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A Transformational Characterization of Equivalent Bayesian Network Structures

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Feb 20, 2013
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Learning Equivalence Classes of Bayesian Networks Structures

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Feb 13, 2013
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Dependency Networks for Collaborative Filtering and Data Visualization

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Jan 16, 2013
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A Decision Theoretic Approach to Targeted Advertising

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Jan 16, 2013
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