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Extensions of the Informative Vector Machine., , and . Deterministic and Statistical Methods in Machine Learning, volume 3635 of Lecture Notes in Computer Science, page 56-87. Springer, (2004)Machine Learning for Science: Bridging Data-Driven and Mechanistic Modelling (Dagstuhl Seminar 22382)., , , , and . Dagstuhl Reports, 12 (9): 150-199 (September 2022)Propagating uncertainty in microarray data analysis., , , , and . Briefings Bioinform., 7 (1): 37-47 (2006)TFInfer: a tool for probabilistic inference of transcription factor activities., , , , , and . Bioinform., 26 (20): 2635-2636 (2010)Challenges in Deploying Machine Learning: a Survey of Case Studies., , and . CoRR, (2020)Solving Schrödinger Bridges via Maximum Likelihood, , , and . (2021)cite arxiv:2106.02081Comment: 9 pages + appendix (total 28 pages).Deep Gaussian Processes for Multi-fidelity Modeling., , , , and . CoRR, (2019)Approximating Posterior Distributions in Belief Networks Using Mixtures., , , and . NIPS, page 416-422. The MIT Press, (1997)Efficient Sampling for Gaussian Process Inference using Control Variables., , and . NIPS, page 1681-1688. Curran Associates, Inc., (2008)Meta-Surrogate Benchmarking for Hyperparameter Optimization., , , , and . NeurIPS, page 6267-6277. (2019)