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Query efficient posterior estimation in scientific experiments via Bayesian active learning., , и . Artif. Intell., (2017)Recurrent Estimation of Distributions., , , , и . CoRR, (2017)Fast Distribution To Real Regression., , , , и . CoRR, (2013)Fast Function to Function Regression., , , , и . CoRR, (2014)Analysis of k-Nearest Neighbor Distances with Application to Entropy Estimation., и . CoRR, (2016)Cautious Deep Learning., , и . CoRR, (2018)Influence Functions for Machine Learning: Nonparametric Estimators for Entropies, Divergences and Mutual Informations., , , , и . CoRR, (2014)Myopic Bayesian Design of Experiments via Posterior Sampling and Probabilistic Programming., , , , , и . CoRR, (2018)ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable Recommendations., , , , , , и . AISTATS, том 108 из Proceedings of Machine Learning Research, стр. 3393-3403. PMLR, (2020)Myopic Posterior Sampling for Adaptive Goal Oriented Design of Experiments., , , , , и . ICML, том 97 из Proceedings of Machine Learning Research, стр. 3222-3232. PMLR, (2019)