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TherML: Thermodynamics of Machine Learning

, and . (2018)cite arxiv:1807.04162Comment: Presented at the ICML 2018 workshop on Theoretical Foundations and Applications of Deep Generative Models.

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TherML: Thermodynamics of Machine Learning, and . (2018)cite arxiv:1807.04162Comment: Presented at the ICML 2018 workshop on Theoretical Foundations and Applications of Deep Generative Models.Fixing a Broken ELBO., , , , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 159-168. PMLR, (2018)Thermodynamic Computing., , , , , , , , , and 29 other author(s). CoRR, (2019)Information in Infinite Ensembles of Infinitely-Wide Neural Networks., and . AABI, volume 118 of Proceedings of Machine Learning Research, page 1-17. PMLR, (2019)Text Segmentation based on Semantic Word Embeddings, and . (2015)cite arxiv:1503.05543Comment: 10 pages, 4 figures. KDD2015 submission.Weighted Ensemble Self-Supervised Learning., , , , , , and . CoRR, (2022)Density of States Estimation for Out-of-Distribution Detection., , , , , and . CoRR, (2020)GILBO: One Metric to Measure Them All., and . NeurIPS, page 7037-7046. (2018)You Can Run, You Can Hide: The Epidemiology and Statistical Mechanics of Zombies, , , and . (2015)cite arxiv:1503.01104Comment: 12 pages, 13 figures.Uncertainty in the Variational Information Bottleneck., , and . CoRR, (2018)