Frederick Callaway

According to our database, Frederick Callaway authored at least 17 papers between 2017 and 2024.

Collaborative distances:

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

2024

Inverting Cognitive Models With Neural Networks to Infer Preferences From Fixations.

Evan M. Russek, Frederick Callaway, Thomas L. Griffiths

Cogn. Sci., November, 2024

Centaur: a foundation model of human cognition.

Marcel Binz, Elif Akata, Matthias Bethge, Franziska Brändle, Fred Callaway, Julian Coda-Forno, Peter Dayan, Can Demircan, Maria K. Eckstein, Noémi Élteto, Thomas L. Griffiths, Susanne Haridi, Akshay K. Jagadish, Li Ji-An, Alexander Kipnis, Sreejan Kumar, Tobias Ludwig, Marvin Mathony, Marcelo G. Mattar, Alireza Modirshanechi, Surabhi S. Nath, Joshua C. Peterson, Milena Rmus, Evan M. Russek, Tankred Saanum, Natalia Scharfenberg, Johannes A. Schubert, Luca M. Schulze Buschoff, Nishad Singhi, Xin Sui, Mirko Thalmann, Fabian J. Theis, Vuong Truong, Vishaal Udandarao, Konstantinos Voudouris, Robert Wilson, Kristin Witte, Shuchen Wu, Dirk Wulff, Huadong Xiong, Eric Schulz

CoRR, 2024

2023

Learning to Learn Functions.

Michael Y. Li, Fred Callaway, William D. Thompson, Ryan P. Adams, Thomas L. Griffiths

Cogn. Sci., April, 2023

Humans decompose tasks by trading off utility and computational cost.

Carlos G. Correa, Mark K. Ho, Frederick Callaway, Nathaniel D. Daw, Thomas L. Griffiths

PLoS Comput. Biol., 2023

Exploring the hierarchical structure of human plans via program generation.

Carlos G. Correa, Sophia Sanborn, Mark K. Ho, Frederick Callaway, Nathaniel D. Daw, Thomas L. Griffiths

CoRR, 2023

People seek easily interpretable information.

Samuel J. Cheyette, Frederick Callaway, Neil R. Bramley, Jonathan D. Nelson, Josh Tenenbaum

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

2021

Fixation patterns in simple choice reflect optimal information sampling.

Frederick Callaway, Antonio Rangel, Thomas L. Griffiths

PLoS Comput. Biol., 2021

Developmental Change in What Elicits Curiosity.

Emily Liquin, Frederick Callaway, Tania Lombrozo

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

2020

Quantifying Curiosity: A Formal Approach to Dissociating Causes of Curiosity.

Emily Liquin, Frederick Callaway, Tania Lombrozo

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Leveraging Machine Learning to Automatically Derive Robust Planning Strategies from Biased Models of the Environment.

Anirudha Kemtur, Yash Raj Jain, Aashay Mehta, Frederick Callaway, Saksham Consul, Jugoslav Stojcheski, Falk Lieder

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Resource-rational Task Decomposition to Minimize Planning Costs.

Carlos G. Correa, Mark K. Ho, Frederick Callaway, Tom Griffiths

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Optimal nudging.

Frederick Callaway, Mathew D. Hardy, Tom Griffiths

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

2019

Measuring how people learn how to plan.

Yash Raj Jain, Frederick Callaway, Falk Lieder

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Compositional subgoal representations.

Carlos G. Correa, Frederick Callaway, Mark K. Ho, Tom Griffiths

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2018

Learning to select computations.

Frederick Callaway, Sayan Gul, Paul M. Krueger, Thomas L. Griffiths, Falk Lieder

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

A resource-rational analysis of human planning.

Frederick Callaway, Falk Lieder, Priyam Das, Sayan Gul, Paul M. Krueger, Tom Griffiths

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

2017

Discovering simple heuristics from mental simulation.

Frederick Callaway, Jessica B. Hamrick, Tom Griffiths

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