PAC-Bayes bounds for stable algorithms with instance-dependent priors

Omar Rivasplata, Csaba Szepesvári, John Shawe-Taylor, Emilio Parrado-Hernández, Shiliang Sun. PAC-Bayes bounds for stable algorithms with instance-dependent priors. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 9234-9244, 2018. [doi]

Authors

Omar Rivasplata

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Csaba Szepesvári

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John Shawe-Taylor

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Emilio Parrado-Hernández

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Shiliang Sun

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