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Simple, Distributed, and Accelerated Probabilistic Programming., , , , , , , and . CoRR, (2018)Implicit Causal Models for Genome-wide Association Studies., and . ICLR (Poster), OpenReview.net, (2018)Flipout: Efficient Pseudo-Independent Weight Perturbations on Mini-Batches., , , , and . ICLR (Poster), OpenReview.net, (2018)Hierarchical Variational Models., , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 324-333. JMLR.org, (2016)Towards Stability and Optimality in Stochastic Gradient Descent., , and . AISTATS, volume 51 of JMLR Workshop and Conference Proceedings, page 1290-1298. JMLR.org, (2016)A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models., , , , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 547-568. PMLR, (2023)Analyzing the role of model uncertainty for electronic health records., , , , , , , and . CHIL, page 204-213. ACM, (2020)Edward: A library for probabilistic modeling, inference, and criticism, , , , , and . (2016)cite arxiv:1610.09787.Automatic Differentiation Variational Inference, , , , and . (2016)cite arxiv:1603.00788.Discrete Flows: Invertible Generative Models of Discrete Data., , , , and . NeurIPS, page 14692-14701. (2019)