ServiceNow Research

Gabriel Arpino

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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Towards generalization guarantees for SGD: Data-dependent PAC-Bayes priors. Gabriel Arpino, Daniel M. Roy, Gintare Karolina Dziugaite. At Workshop at the Neural Information Processing Systems (NeurIPS),  2019.

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Tighter Nonvacuous PAC-Bayes Bounds: Beyond Stability of SGD. Gabriel Arpino, Gintare Karolina Dziugaite, Daniel M. Roy. At Workshop at the Neural Information Processing Systems (NeurIPS),  2018.

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