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Improving drug sensitivity predictions in precision medicine through active expert knowledge elicitation.

, , , , , , , , и . CoRR, (2017)

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Hannu Peltola

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Knowledge elicitation via sequential probabilistic inference for high-dimensional prediction., , , и . Mach. Learn., 106 (9-10): 1599-1620 (2017)Local Interpretable Model-agnostic Explanations of Bayesian Predictive Models via Kullback-Leibler Projections.. CoRR, (2018)Human-in-the-loop Active Covariance Learning for Improving Prediction in Small Data Sets., , и . IJCAI, стр. 1959-1966. ijcai.org, (2019)Improving drug sensitivity predictions in precision medicine through active expert knowledge elicitation., , , , , , , , и . CoRR, (2017)User Modelling for Avoiding Overfitting in Interactive Knowledge Elicitation for Prediction., , , и . CoRR, (2017)Interactive Prior Elicitation of Features Similarities for Small Sample Size Prediction., , и . CoRR, (2016)Interactive AI with a Theory of Mind., , , и . CoRR, (2019)User Modelling for Avoiding Overfitting in Interactive Knowledge Elicitation for Prediction., , , и . IUI, стр. 305-310. ACM, (2018)Knowledge Elicitation via Sequential Probabilistic Inference for High-Dimensional Prediction., , , и . CoRR, (2016)Expectation Propagation for Likelihoods Depending on an Inner Product of Two Multivariate Random Variables., , и . AISTATS, том 33 из JMLR Workshop and Conference Proceedings, стр. 769-777. JMLR.org, (2014)