ServiceNow Research

Kyle Hsu

Publications

On the role of data in PAC-Bayes bounds. Gintare Karolina Dziugaite, Kyle Hsu, Waseem Gharbieh, Gabriel Arpino, Daniel M. Roy. At International Conference on Artificial Intelligence and Statistics (AISTATS),  2021.

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Optimal PAC-Bayes bounds require distribution- and data-dependent priors. Kyle Hsu, Waseem Gharbieh, Daniel M. Roy, Gintare Karolina Dziugaite. At Women in Machine Learning (WiML),  2019.

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Optimal PAC-Bayes bounds require distribution- and data-dependent priors. Kyle Hsu, Waseem Gharbieh, Daniel M. Roy, Gintare Karolina Dziugaite. At Workshop at the Neural Information Processing Systems (NeurIPS),  2019.

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