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Human decision-making underlies all economic behavior.
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Heuristics and biases: The psychology of intuitive judgment
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A choice prediction competition: Choices from experience and from description
Erev, I., Ert, E., Roth, A. E., Haruvy, E., Herzog, S. M., Hau, R., Hertwig, R., Stewart, T., West, R., and Lebiere, C · 2010
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Hartford, J. S., Wright, J. R., and Leyton-Brown, K · 2016
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Artificial intelligence: A modern approach
Russell, S. J. and Norvig, P · 2016
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From anomalies to forecasts: Toward a descriptive model of decisions under risk, under ambiguity, and from experience
Erev, I., Ert, E., Plonsky, O., Cohen, D., and Cohen, O · 2017
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The theory is predictive, but is it complete?: An application to human perception of randomness
Psychological forest: Predicting human behavior
Plonsky, O., Erev, I., Hazan, T., and Tennenholtz, M · 2017
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Choosing prediction over explanation in psychology: Lessons from machine learning
Yarkoni, T. and Westfall, J · 2017
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Artificial intelligence and behavioral economics
Camerer, C. F · 2018
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Scalable training of artificial neural networks with adaptive sparse connectivity inspired by network science
Mocanu, D. C., Mocanu, E., Stone, P., Nguyen, P. H., Gibescu, M., and Liotta, A · 2018
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When and how can social scientists add value to data scientists? A choice prediction competition for human decision making
Plonsky, O., Apel, R., Erev, I., Ert, E., and Tennenholtz, M · 2018
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Kleinberg, J., Liang, A., and Mullainathan, S · 2017
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Machine learning: An applied econometric approach
Mullainathan, S. and Spiess, J · 2017
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Behavior-based machine-learning: A hybrid approach for predicting human decision making
Noti, G., Levi, E., Kolumbus, Y., and Daniely, A · 2017
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Using methods from machine learning to evaluate behavioral models of choice under risk and ambiguity
Peysakhovich, A. and Naecker, J · 2017
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Predicting and understanding initial play
Fudenberg, D. and Liang, A
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Recht, B., Roelofs, R., Schmidt, L., and Shankar, V · 2018
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Predicting human decision-making: From prediction to action
Rosenfeld, A. and Kraus, S · 2018
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Predicting human decisions with behavioral theories and machine learning
Plonsky, O., Apel, R., Ert, E., Tennenholtz, M., Bourgin, D., Peterson, J. C., Reichman, D., Griffiths, T. L., Russell, S. J., and Carter, E. C · 2019
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