ServiceNow Research

Daniel M. Roy


On the role of data in PAC-Bayes bounds. International Conference on Artificial Intelligence and Statistics (AISTATS),  2021.

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Stabilizing the Lottery Ticket Hypothesis. Association for the Advancement of Artificial Intelligence (AAAI),  2020.

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Data-dependent PAC-Bayes priors via differential privacy. Conference on Neural Information Processing Systems (NeurIPS),  2018.

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Tighter Nonvacuous PAC-Bayes Bounds: Beyond Stability of SGD. Workshop at the Neural Information Processing Systems (NeurIPS),  2018.