Frederick Callaway

According to our database, Frederick Callaway authored at least 25 papers between 2017 and 2026.

Collaborative distances:

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

2026

Adversarial construction as a potential solution to the experiment design problem in large task spaces.

Prakhar Godara, Frederick Callaway, Marcelo G. Mattar

CoRR, February, 2026

2025

A foundation model to predict and capture 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, Ji-An Li, 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, Johannes A. Schubert, Luca M. Schulze Buschoff, Nishad Singhi, Xin Sui, Mirko Thalmann, Fabian J. Theis, Vuong Truong, Vishaal Udandarao, Konstantinos Voudouris, Robert C. Wilson, Kristin Witte, Shuchen Wu, Dirk U. Wulff, Huadong Xiong, Eric Schulz

Nat., August, 2025

Counterfactual error-monitoring in human planning.

Doris Yu, Frederick Callaway, Marcelo G. Mattar

Proceedings of the 47th Annual Meeting of the Cognitive Science Society, 2025

A Variational Neural Network Model of Resource-Rational Reward Encoding in Human Planning.

Zhuojun Ying, Frederick Callaway, Roy Fox, Anastasia Kiyonaga, Marcelo G. Mattar

Proceedings of the 47th Annual Meeting of the Cognitive Science Society, 2025

Decompose, Deduce, and Dispose: A Memory-Limited Metacognitive Model of Human Problem Solving.

Samuel J. Cheyette, Tony Chen, Matthias Hofer, Frederick Callaway, Neil R. Bramley, Joshua B. Tenenbaum

Proceedings of the 47th Annual Meeting of the Cognitive Science Society, 2025

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, Ji-An Li, 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 C. Wilson, Kristin Witte, Shuchen Wu, Dirk U. Wulff, Huadong Xiong, Eric Schulz

CoRR, 2024

Resource-Rational Encoding of Reward Information in Planning.

Zhuojun Ying, Frederick Callaway, Anastasia Kiyonaga, Marcelo G. Mattar

Proceedings of the 46th Annual Meeting of the Cognitive Science Society, 2024

Revealing human planning strategies with eye-tracking.

Frederick Callaway, Miaomiao Yu, Marcelo G. Mattar

Proceedings of the 46th Annual Meeting of the Cognitive Science Society, 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

2022

Cognition as a sequential decision problem.

Frederick Callaway

PhD thesis, 2022

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