Modeling human categorization of natural images using deep feature representations. - Ruairidh M. Battleday; Joshua C. Peterson; Tom Griffiths 001 (CogSci, 2017)

Human Uncertainty Makes Classification More Robust. - Joshua C. Peterson; Ruairidh M. Battleday; Thomas L. Griffiths 001; Olga Russakovsky (ICCV, 2019)

Capturing human categorization of natural images at scale by combining deep networks and cognitive models. - Ruairidh M. Battleday; Joshua C. Peterson; Thomas L. Griffiths 001 (CoRR, 2019)

Analogy as Nonparametric Bayesian Inference over Relational Systems. - Ruairidh M. Battleday; Tom Griffiths 001 (CogSci, 2020)

End-to-end Deep Prototype and Exemplar Models for Predicting Human Behavior. - Pulkit Singh; Joshua C. Peterson; Ruairidh M. Battleday; Tom Griffiths 001 (CogSci, 2020)

On the informativeness of supervision signals. - Ilia Sucholutsky; Ruairidh M. Battleday; Katherine M. Collins; Raja Marjieh; Joshua C. Peterson; Pulkit Singh; Umang Bhatt; Nori Jacoby; Adrian Weller; Thomas L. Griffiths 001 (UAI, 2023)

Artificial intelligence for science: The easy and hard problems. - Ruairidh M. Battleday; Samuel J. Gershman (CoRR, 2024)