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Tomi Peltola

Interactive AI with a Theory of Mind

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Dec 01, 2019
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Probabilistic Formulation of the Take The Best Heuristic

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Nov 01, 2019
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Making Bayesian Predictive Models Interpretable: A Decision Theoretic Approach

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Oct 21, 2019
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Human-in-the-loop Active Covariance Learning for Improving Prediction in Small Data Sets

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Mar 18, 2019
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Modelling User's Theory of AI's Mind in Interactive Intelligent Systems

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Sep 08, 2018
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User Modelling for Avoiding Overfitting in Interactive Knowledge Elicitation for Prediction

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Mar 09, 2018
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Knowledge Elicitation via Sequential Probabilistic Inference for High-Dimensional Prediction

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Jul 13, 2017
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Improving drug sensitivity predictions in precision medicine through active expert knowledge elicitation

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May 09, 2017
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Interactive Prior Elicitation of Feature Similarities for Small Sample Size Prediction

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Feb 28, 2017
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Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets

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Jan 16, 2017
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