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PACm-Bayes: Narrowing the Empirical Risk Gap in the Misspecified Bayesian Regime.

, , and . AISTATS, volume 151 of Proceedings of Machine Learning Research, page 8270-8298. PMLR, (2022)

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TensorFlow Distributions., , , , , , , , , and . CoRR, (2017)Fixing a Broken ELBO., , , , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 159-168. PMLR, (2018)Statistical and Computational Tradeoffs in Stochastic Composite Likelihood., and . AISTATS, volume 5 of JMLR Proceedings, page 129-136. JMLR.org, (2009)Joint Distributions for TensorFlow Probability., , and . CoRR, (2020)tfp.mcmc: Modern Markov Chain Monte Carlo Tools Built for Modern Hardware., , , , , , , , , and . CoRR, (2020)The k-tied Normal Distribution: A Compact Parameterization of Gaussian Mean Field Posteriors in Bayesian Neural Networks., , , , , , , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 9289-9299. PMLR, (2020)VIB is Half Bayes., , , , and . CoRR, (2020)PACm-Bayes: Narrowing the Empirical Risk Gap in the Misspecified Bayesian Regime., , and . CoRR, (2020)Federated Variational Inference: Towards Improved Personalization and Generalization., , , , , and . CoRR, (2023)Deep Variational Information Bottleneck., , , and . ICLR (Poster), OpenReview.net, (2017)