Selected Publications
Weiss, H., & Tenenbaum, J. (2024). Resource-rational decision under deep uncertainty. Nature Human Behaviour, 8(3), 401–418.
Weiss, H., Park, S., & Griffiths, T. (2023). Sampling strategies in bounded agents. Cognitive Science, 47(9), e13342.
Weiss, H. et al. (2022). The structure of intuitive theories. Psychological Review, 129(4), 705–738.
Weiss, H., & Lopez-Brau, M. (2021). Meta-reasoning about the value of computation. Trends in Cognitive Sciences, 25(11).
Weiss, H. (2020). Sampling as a model of cognitive economy. Cognition, 200, 104274.
Weiss, H., & Griffiths, T. (2019). Rational use of cognitive resources. Behavioral and Brain Sciences, 43, e1.
Weiss, H. et al. (2018). Learning the value of information in an uncertain world. Cognitive Psychology, 106, 1–34.
Weiss, H., & Vul, E. (2017). Sampling for search: a rational model of memory retrieval. JEP:LMC, 43(9).
Books & Chapters
Weiss, H. (2023). The Bounded Mind: Rationality Under Constraint. MIT Press. 342 pp.
Weiss, H. (2019). Sampling and search in cognition. In R. Sun (Ed.), Cambridge Handbook of Computational Cognitive Sciences (2nd ed., pp. 214–248). Cambridge University Press.
Grants & Fellowships
NSF CAREER #1845673 - 'Bounded rationality across the lifespan.' $600K (PI, 2018–2023)
Sloan Foundation Research Fellowship - $75K (2019)
DARPA Machine Common Sense - $1.4M (Co-PI, 2021–2024)
James S. McDonnell Understanding Human Cognition Award - $600K (PI, 2022–2027)
Templeton World Charity Foundation - $250K (PI, 2020–2022)
Invited Talks
NeurIPS 2023 - Keynote, 'Bounded rationality for machine minds'
Cognitive Science Society 2022 - Rumelhart Prize Symposium
Royal Society Discussion Meeting 2021 - 'The nature of intelligence'
Stanford SymSys Forum 2020, Princeton Neuroscience Institute 2019, Max Planck Berlin 2018
Teaching
COGSCI 204 - Computational Models of Decision (undergraduate, Stanford)
PSYCH 385 - Bayesian Models of Cognition (graduate seminar, Stanford)
PSY 322 - Judgment and Decision-Making (undergraduate, Princeton, 2016–2020)
Service
Associate Editor - Psychological Review (2022–Present)
Program Committee - CogSci Society (2019, 2021, 2023)
Reviewer - Nature, PNAS, Cognition, Cognitive Science, NeurIPS
Chair, Stanford Faculty Committee on Research Ethics (2023–Present)
Advising
PhD students advised to completion: 6 (4 tenure-track, 2 industry research).
Current lab: 12 PhD students, 4 postdocs, 3 research staff.
Postdoctoral mentees now faculty at MIT, NYU, UCL, and Toronto.