Proceedings of Machine Learning Research

Volume 58: Imperfect Decision Makers: Admitting Real-World Rationality, 09 December 2016, Centre de Convencions Internacional de Barcelona, Barcelona, Spain

Editors: Tatiana V. Guy, Miroslav Kárný, David Rios-Insua, David H. Wolpert

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NIPS Workshop on Imperfect Decision Makers 2016: Preface

Tatiana V. Guy; Proceedings of the NIPS 2016 Workshop on Imperfect Decision Makers, PMLR 58:i-iii

Decision Heuristics for Comparison:How Good Are They?

Marcus Buckmann, Özgür Şimşek; Proceedings of the NIPS 2016 Workshop on Imperfect Decision Makers, PMLR 58:1-11

Simple Regression Models

Jan M. Lichtenberg, Özgür Şimşek; Proceedings of the NIPS 2016 Workshop on Imperfect Decision Makers, PMLR 58:13-25

Implementable Prescriptive Decision Making

Miroslav Kárný; Proceedings of the NIPS 2016 Workshop on Imperfect Decision Makers, PMLR 58:19-30

Forecasting Spot Oil Price Using Google Probabilities

Krzysztof Drachal; Proceedings of the NIPS 2016 Workshop on Imperfect Decision Makers, PMLR 58:31-40

Performance of Kullback-Leibler Based Expert Opinion Pooling for Unlikely Events

Vladimı́ra Sečkárová; Proceedings of the NIPS 2016 Workshop on Imperfect Decision Makers, PMLR 58:41-50

Experimental Performance of Deliberation-Aware Responder in Multi-Proposer Ultimatum Game

Tatiana V. Guy, Marko Ruman, František Hůla, Miroslav Kárný; Proceedings of the NIPS 2016 Workshop on Imperfect Decision Makers, PMLR 58:51-60

Optimal Number of Choices in Rating Contexts

Sam Ganzfried; Proceedings of the NIPS 2016 Workshop on Imperfect Decision Makers, PMLR 58:61-74

On Learning Decision Heuristics

Özgür Şimşek, Marcus Buckmann; Proceedings of the NIPS 2016 Workshop on Imperfect Decision Makers, PMLR 58:75-85

Quantum Rational Preferences and Desirability

Alessio Benavoli, Alessandro Facchini, Marco Zaffalon; Proceedings of the NIPS 2016 Workshop on Imperfect Decision Makers, PMLR 58:87-96

Rational Beliefs Real Agents Can Have – A Logical Point of View

Marcello D’Agostino, Tommaso Flaminio, Hykel Hosni; Proceedings of the NIPS 2016 Workshop on Imperfect Decision Makers, PMLR 58:97-109

Hindsight Bias Impedes Learning

Shaudi Mahdavi, M. Amin Rahimian; Proceedings of the NIPS 2016 Workshop on Imperfect Decision Makers, PMLR 58:111-127