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Structured and Efficient Variational Deep Learning with Matrix Gaussian Posteriors.

, and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 1708-1716. JMLR.org, (2016)

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Gibbs Sampling for (Coupled) Infinite Mixture Models in the Stick Breaking Representation., , , and . UAI, AUAI Press, (2006)Editor's Note., , , , and . IEEE Trans. Pattern Anal. Mach. Intell., 34 (2): 209-210 (2012)Improving Variational Auto-Encoders using Householder Flow., and . CoRR, (2016)BOCK : Bayesian Optimization with Cylindrical Kernels., , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 3865-3874. PMLR, (2018)Bayesian Posterior Sampling via Stochastic Gradient Fisher Scoring., , and . ICML, icml.cc / Omnipress, (2012)Learning the Irreducible Representations of Commutative Lie Groups., and . ICML, volume 32 of JMLR Workshop and Conference Proceedings, page 1755-1763. JMLR.org, (2014)Markov Chain Monte Carlo and Variational Inference: Bridging the Gap., , and . ICML, volume 37 of JMLR Workshop and Conference Proceedings, page 1218-1226. JMLR.org, (2015)Hidden-Unit Conditional Random Fields., , and . AISTATS, volume 15 of JMLR Proceedings, page 479-488. JMLR.org, (2011)Approximate Slice Sampling for Bayesian Posterior Inference., , , and . AISTATS, volume 33 of JMLR Workshop and Conference Proceedings, page 185-193. JMLR.org, (2014)Emerging Convolutions for Generative Normalizing Flows., , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 2771-2780. PMLR, (2019)