Gates, V.*, Callaway, F.*, Ho, M.K., and Griffiths, T. (2021). A rational model of people’s inferences about others’ preferences based on response times. Cognition, 217, 104885. (pdf, supp_material) *Authors contributed equally.
Fisac, J.F., Gates, M.A., Hamrick, J.B., Liu, C., Hadfield-Menell, D., Palaniappan, M., Malik, D., Sastry, S.S., Griffiths, T.L. and Dragan, A.D. (2017). Pragmatic-Pedagogic Value Alignment. International Symposium on Robotics Research. Awarded second place for the Blue Sky Paper awards. (arXiv)
(Google Scholar). Previously, published under M.A. Gates.
Gates, V., Hsiao, M., Zieve, G.G., Courry, R., and Persons, J.B. (2021). Relationship to CBT outcome and dropout of decision support tools of the written case formulation, list of treatment goals and plot of symptom scores. Behaviour Research and Therapy, 142, 103874. (pdf)
Ibraheem, S., Gates, V., DeNero, J., and Griffiths, T.L. (2020). Investigating the Behavior of Malicious Actors Through the Game of Mafia. Proceedings of the 42nd Annual Conference of the Cognitive Science Society.
Gates, V. and Persons, J.B. (2019, November). Effects of therapist decision-making tools on outcome and dropout of naturalistic cognitive behavioral therapy. In J.B. Persons (Chair), Improving Treatment Outcome with Clinical Decision-making Tools. Symposium conducted at the Association for Behavioral and Cognitive Therapies, Atlanta, GA.
Gates, M.A., Veuthey, T.L., Tessler, M.H., Smith, K.A., Gerstenberg, T., Bayet, L., and Tenebaum, J.B. (2018). Tiptoeing around it: Inference from absence in potentially offensive speech. Proceedings of the 40th Annual Conference of the Cognitive Science Society. (pdf)
Gates, M.A., Suchow, J.W., and Griffiths, T.L. (2017). Empirical tests of large-scale collaborative recall. Proceedings of the 39th Annual Conference of the Cognitive Science Society. Selected for oral presentation. (pdf)
Wang, R., Gates, M.A., Perez-Pozuelo, I., Shen, Y., Tino, P., Welchman, A., and Kourtzi, Z. Learning predictive temporal structure under uncertainty. Program No. 085.18. 2018 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience, 2018. Online.
Gagin, G., Bohon, K.S., Butensky, A., Gates, M.A., Hu, J.Y., Lafer-Sousa, R., Pulumo, R.L., Qu, J., Stoughton, C.M., Swanbeck, S.N. and Conway, B.R. (2014). Color-detection thresholds in rhesus macaque monkeys and humans. Journal of Vision, 14(8), 12. (pdf)
I'm excited to work on a set of interviews of AI researchers. I'm aiming to gain a sense of AI researchers’ understanding of the AI landscape, including technical directions and the milieu of the field. At the moment of writing this (June 2021), I'm still determining the scope for this project, and welcome feedback and potential interviewees.
Formalizing and Testing Computational Cognitive Models of Social Collaboration, under Tom Griffiths
My research is broadly aimed at developing computational models of social cognition. I am interested in how people can infer beliefs and intentions in others, by observing others’ actions and employing recursive theory-of-mind (e.g. inverse reinforcement learning, social psychology). I am also interested in group-level equilibria when agents are collaborating or competing (e.g. game theory, agent-based modeling). Finally, I am interested in mechanism design and other ways quantitative characterizations of a phenomenon can be used to predict and shape behavior.
Impact of Task Structure on Strategies in Statistical Learning , under Zoe Kourtzi
Neural Correlates of the Bezold-Brücke Perceptual Color Shift , under Bevil Conway