Testing Bayesian Networks

Clément L. Canonne

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Ilias Diakonikolas

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Daniel M. Kane

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Alistair Stewart

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IEEE Transactions on Information Theory, pp. 3132-3170, 2020.

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TestingComplexity theoryGraphical modelsBayes methodsTask analysisMore(2+)

Abstract:

This work initiates a systematic investigation of testing <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">high-dimensional</italic> structured distributions by focusing on testing <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">Bayesian ...More

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Testing Bayesian Networks