Publications
My main publications in reversed chronological order.
2023
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The fine print on tempered posteriorsThe 15th Asian Conference in Machine Learning, ACML, PMLR 2023, 2023
2022
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Cold Posteriors through PAC-BayesNeurIPS 2022 Workshop on Trustworthy and Socially Responsible Machine Learning (TSRML 2022), 2022
2020
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Dissecting non-vacuous generalization bounds based on the mean-field approximationIn International Conference on Machine Learning, 2020
2019
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The role of invariance in spectral complexity-based generalization boundsNeurIPS 2019 Workshop on Machine Learning with Guarantees, Vancouver, Canada., 2019