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Autoconj: Recognizing and Exploiting Conjugacy Without a Domain-Specific Language., , and . CoRR, (2018)Learning Deep Latent Gaussian Models with Markov Chain Monte Carlo.. ICML, volume 70 of Proceedings of Machine Learning Research, page 1510-1519. PMLR, (2017)Stochastic Gradient Descent as Approximate Bayesian Inference, , and . (2017)cite arxiv:1704.04289Comment: 35 pages, published version (JMLR 2017).Speech decoloration based on the product-of-filters model., , , and . ICASSP, page 2400-2404. IEEE, (2014)Automatically Batching Control-Intensive Programs for Modern Accelerators., , , , and . CoRR, (2019)Tuning-Free Generalized Hamiltonian Monte Carlo., and . AISTATS, volume 151 of Proceedings of Machine Learning Research, page 7799-7813. PMLR, (2022)Beta Process Sparse Nonnegative Matrix Factorization for Music., , and . ISMIR, page 375-380. (2013)Underspecification Presents Challenges for Credibility in Modern Machine Learning., , , , , , , , , and 30 other author(s). CoRR, (2020)ProbNeRF: Uncertainty-Aware Inference of 3D Shapes from 2D Images., , , , , , and . CoRR, (2022)Automatic Reparameterisation of Probabilistic Programs., , and . CoRR, (2019)