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Guest Editors' Introduction to the Special Issue on Bayesian Nonparametrics., , , and . IEEE Trans. Pattern Anal. Mach. Intell., 37 (2): 209-211 (2015)Parallel MCMC with generalized elliptical slice sampling., , and . J. Mach. Learn. Res., 15 (1): 2087-2112 (2014)Multimodal Prediction and Personalization of Photo Edits with Deep Generative Models., , , , , and . CoRR, (2017)A Theoretical Connection Between Statistical Physics and Reinforcement Learning., and . CoRR, (2019)Approximate Inference for Constructing Astronomical Catalogs from Images., , , , , and . CoRR, (2018)A framework for studying synaptic plasticity with neural spike train data., , and . NIPS, page 2330-2338. (2014)Discovering Latent Network Structure in Point Process Data., and . ICML, volume 32 of JMLR Workshop and Conference Proceedings, page 1413-1421. JMLR.org, (2014)Learning Ordered Representations with Nested Dropout., , and . ICML, volume 32 of JMLR Workshop and Conference Proceedings, page 1746-1754. JMLR.org, (2014)Efficient optimization of loops and limits with randomized telescoping sums., and . ICML, volume 97 of Proceedings of Machine Learning Research, page 534-543. PMLR, (2019)The Segmented iHMM: A Simple, Efficient Hierarchical Infinite HMM., , , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 2682-2691. JMLR.org, (2016)