David Bourgin

According to our database, David Bourgin authored at least 10 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

The Computational Challenges of Means Selection Problems: Network Structure of Goal Systems Predicts Human Performance.

Daniel Reichman, Falk Lieder, David D. Bourgin, Nimrod Talmon, Thomas L. Griffiths

Cogn. Sci., August, 2023

2019

nbgrader v0.5.5.

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

Dataset, January, 2019

Predicting human decisions with behavioral theories and machine learning.

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

CoRR, 2019

Cognitive model priors for predicting human decisions.

David D. Bourgin, Joshua C. Peterson, Daniel Reichman, Stuart J. Russell, Thomas L. Griffiths

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Testing Models of Cognition at Scale.

David Bourgin

PhD thesis, 2018

Representational efficiency outweighs action efficiency in human program induction.

Sophia Sanborn, David Bourgin, Michael Chang, Tom Griffiths

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Recommendation as Generalization: Evaluating Cognitive Models In the Wild.

David Bourgin, Joshua T. Abbott, Tom Griffiths

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

2017

Exploring inductive bias of visual scenes.

Jessica B. Hamrick, David Bourgin, Thomas Langlois, Tom Griffiths

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

The Structure of Goal Systems Predicts Human Performance.

David Bourgin, Falk Lieder, Daniel Reichman, Nimrod Talmon, Tom Griffiths

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

2014

Empirical Evidence for Markov Chain Monte Carlo in Memory Search.

David Bourgin, Joshua T. Abbott, Thomas L. Griffiths, Kevin A. Smith, Ed Vul

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014