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Unbiased gradient estimation for variational auto-encoders using coupled Markov chains.

, , , and . UAI, volume 161 of Proceedings of Machine Learning Research, page 707-717. AUAI Press, (2021)

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Model selection for relational data factorization., , and . SIU, page 1-4. IEEE, (2019)Stochastic Quasi-Newton Langevin Monte Carlo., , , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 642-651. JMLR.org, (2016)Extraction of Temporal Patterns in Multi-rate and Multi-modal Datasets., , and . LVA/ICA, volume 9237 of Lecture Notes in Computer Science, page 135-142. Springer, (2015)Outlier detection on power consumption via non-negative tensor factorization models., , , , and . SIU, page 1-4. IEEE, (2017)Does Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions., , , , , , , , , and 11 other author(s). CoRR, (2021)Unbiased Gradient Estimation for Variational Auto-Encoders using Coupled Markov Chains., , , and . CoRR, (2020)SMC samplers for multiresolution audio sequence alignment., , and . ICASSP, page 201-205. IEEE, (2013)An Online Expectation-Maximisation Algorithm for Nonnegative Matrix Factorisation Models., , and . CoRR, (2014)Does your dermatology classifier know what it doesn't know? Detecting the long-tail of unseen conditions., , , , , , , , , and 11 other author(s). Medical Image Anal., (2022)Bayesian hierarchical models and inference for musical audio processing., , and . ISWPC, page 278-282. IEEE, (2008)