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Mixed Membership Classification for Documents with Hierarchically Structured Labels.

, and . Handbook of Mixed Membership Models and Their Applications, Chapman and Hall/CRC, (2014)

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Amortized Monte Carlo Integration., , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 2309-2318. PMLR, (2019)Dependent Dirichlet Process Spike Sorting., , , and . NIPS, page 497-504. Curran Associates, Inc., (2008)The Virtual Patch Clamp: Imputing C. elegans Membrane Potentials from Calcium Imaging., , and . CoRR, (2019)Revisiting Reweighted Wake-Sleep., , , , and . CoRR, (2018)Etalumis: bringing probabilistic programming to scientific simulators at scale., , , , , , , , , and 7 other author(s). SC, page 29:1-29:24. ACM, (2019)Improved Few-Shot Visual Classification., , , , and . CoRR, (2019)Characterizing neural dependencies with copula models., , and . NIPS, page 129-136. Curran Associates, Inc., (2008)Faithful Inversion of Generative Models for Effective Amortized Inference., , , , , , and . NeurIPS, page 3074-3084. (2018)Bayesian Distributed Stochastic Gradient Descent., and . NeurIPS, page 6380-6390. (2018)Tighter Variational Bounds are Not Necessarily Better., , , , , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 4274-4282. PMLR, (2018)