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ORCIDFrederick Callaway
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2020 – today
- 2024
[j4]Evan M. Russek
, Frederick Callaway, Thomas L. Griffiths:
Inverting Cognitive Models With Neural Networks to Infer Preferences From Fixations. Cogn. Sci. 48(11) (2024)- [i5]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:
Centaur: a foundation model of human cognition. CoRR abs/2410.20268 (2024) - 2023
- [j3]Michael Y. Li, Fred Callaway, William D. Thompson, Ryan P. Adams, Thomas L. Griffiths:
Learning to Learn Functions. Cogn. Sci. 47(4) (2023) - [j2]Carlos G. Correa, Mark K. Ho, Frederick Callaway, Nathaniel D. Daw, Thomas L. Griffiths:
Humans decompose tasks by trading off utility and computational cost. PLoS Comput. Biol. 19(6) (2023) - [c11]Samuel J. Cheyette, Frederick Callaway, Neil R. Bramley, Jonathan D. Nelson, Josh Tenenbaum:
People seek easily interpretable information. CogSci 2023 - [i4]Carlos G. Correa, Sophia Sanborn, Mark K. Ho, Frederick Callaway, Nathaniel D. Daw, Thomas L. Griffiths:
Exploring the hierarchical structure of human plans via program generation. CoRR abs/2311.18644 (2023) - 2022
- [i3]Carlos G. Correa, Mark K. Ho, Frederick Callaway, Nathaniel D. Daw, Thomas L. Griffiths:
Humans decompose tasks by trading off utility and computational cost. CoRR abs/2211.03890 (2022) - 2021
- [j1]Frederick Callaway, Antonio Rangel, Thomas L. Griffiths:
Fixation patterns in simple choice reflect optimal information sampling. PLoS Comput. Biol. 17(3) (2021) - [c10]Emily Liquin, Frederick Callaway, Tania Lombrozo:
Developmental Change in What Elicits Curiosity. CogSci 2021 - 2020
- [c9]Frederick Callaway, Mathew D. Hardy, Tom Griffiths:
Optimal nudging. CogSci 2020 - [c8]Carlos G. Correa, Mark K. Ho, Frederick Callaway, Tom Griffiths:
Resource-rational Task Decomposition to Minimize Planning Costs. CogSci 2020 - [c7]Anirudha Kemtur, Yash Raj Jain, Aashay Mehta, Frederick Callaway, Saksham Consul, Jugoslav Stojcheski, Falk Lieder:
Leveraging Machine Learning to Automatically Derive Robust Planning Strategies from Biased Models of the Environment. CogSci 2020 - [c6]Emily Liquin, Frederick Callaway, Tania Lombrozo:
Quantifying Curiosity: A Formal Approach to Dissociating Causes of Curiosity. CogSci 2020 - [i2]Carlos G. Correa, Mark K. Ho, Fred Callaway, Thomas L. Griffiths:
Resource-rational Task Decomposition to Minimize Planning Costs. CoRR abs/2007.13862 (2020)
2010 – 2019
- 2019
- [c5]Yash Raj Jain, Frederick Callaway, Falk Lieder:
Measuring how people learn how to plan. CogSci 2019: 1956-1962 - [c4]Carlos G. Correa, Frederick Callaway, Mark K. Ho, Tom Griffiths:
Compositional subgoal representations. CogSci 2019: 3255 - 2018
- [c3]Frederick Callaway, Falk Lieder, Priyam Das, Sayan Gul, Paul M. Krueger, Tom Griffiths:
A resource-rational analysis of human planning. CogSci 2018 - [c2]Frederick Callaway, Sayan Gul, Paul M. Krueger, Thomas L. Griffiths, Falk Lieder:
Learning to select computations. UAI 2018: 776-785 - 2017
- [c1]Frederick Callaway, Jessica B. Hamrick, Tom Griffiths:
Discovering simple heuristics from mental simulation. CogSci 2017 - [i1]Falk Lieder, Frederick Callaway, Sayan Gul, Paul M. Krueger, Thomas L. Griffiths:
Learning to select computations. CoRR abs/1711.06892 (2017)
Coauthor Index
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