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ENTITY PAC-Bayesian theory

PAC-Bayesian theory

PulseAugur coverage of PAC-Bayesian theory — every cluster mentioning PAC-Bayesian theory across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_32622 ·

    Survey paper organizes research on deep learning generalization bounds

    This survey paper organizes recent research on data-dependent worst-case generalization bounds for deep neural networks. It explores how these bounds can be refined by considering the specific parts of the parameter spa…