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David Bourgin
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2020 – today
- 2023
- [j1]Daniel Reichman, Falk Lieder, David D. Bourgin, Nimrod Talmon, Thomas L. Griffiths:
The Computational Challenges of Means Selection Problems: Network Structure of Goal Systems Predicts Human Performance. Cogn. Sci. 47(8) (2023)
2010 – 2019
- 2019
- [c6]David D. Bourgin, Joshua C. Peterson, Daniel Reichman, Stuart J. Russell, Thomas L. Griffiths:
Cognitive model priors for predicting human decisions. ICML 2019: 5133-5141 - [d1]Project Jupyter, Douglas Blank, David Bourgin, Alexander Brown, Matthias Bussonnier, Jonathan Frederic, Brian E. Granger, Thomas L. Griffiths, Jessica B. Hamrick, Kyle Kelley, Michael Pacer, Logan Page, Fernando Pérez, Benjamin Ragan-Kelley, Jordan W. Suchow, Carol Willing:
nbgrader v0.5.5. Zenodo, 2019 - [i3]Ori Plonsky, Reut Apel, Eyal Ert, Moshe Tennenholtz, David Bourgin, Joshua C. Peterson, Daniel Reichman, Thomas L. Griffiths, Stuart J. Russell, Evan C. Carter, James F. Cavanagh, Ido Erev:
Predicting human decisions with behavioral theories and machine learning. CoRR abs/1904.06866 (2019) - [i2]David D. Bourgin, Joshua C. Peterson, Daniel Reichman, Thomas L. Griffiths, Stuart J. Russell:
Cognitive Model Priors for Predicting Human Decisions. CoRR abs/1905.09397 (2019) - 2018
- [b1]David Bourgin:
Testing Models of Cognition at Scale. University of California, Berkeley, USA, 2018 - [c5]David Bourgin, Joshua T. Abbott, Tom Griffiths:
Recommendation as Generalization: Evaluating Cognitive Models In the Wild. CogSci 2018 - [c4]Sophia Sanborn, David Bourgin, Michael Chang, Tom Griffiths:
Representational efficiency outweighs action efficiency in human program induction. CogSci 2018 - [i1]Sophia Sanborn, David D. Bourgin, Michael Chang, Thomas L. Griffiths:
Representational efficiency outweighs action efficiency in human program induction. CoRR abs/1807.07134 (2018) - 2017
- [c3]David Bourgin, Falk Lieder, Daniel Reichman, Nimrod Talmon, Tom Griffiths:
The Structure of Goal Systems Predicts Human Performance. CogSci 2017 - [c2]Jessica B. Hamrick, David Bourgin, Thomas Langlois, Tom Griffiths:
Exploring inductive bias of visual scenes. CogSci 2017 - 2014
- [c1]David Bourgin, Joshua T. Abbott, Thomas L. Griffiths, Kevin A. Smith, Ed Vul:
Empirical Evidence for Markov Chain Monte Carlo in Memory Search. CogSci 2014
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