Publications

Journals and AI Conference Proceedings

Horschler*, D., Berke*, M., Santos, L., & Jara-Ettinger, J. (in prep). Differences Between Human and Non-Human Primate Theory of Mind: Evidence from Computational Modeling. preprint

Berke, M., Sterling, B. G., Tenenbaum, A. L., & Jara-Ettinger, J. (in prep). Quantitative Reconstruction of Other People's Cognitive Processes as Bayesian Inverse Reasoning.

Rubio-Fernandez, P., Berke, M., & Jara-Ettinger, J. (2024). Tracking Minds in Communication. Trends in Cognitive Sciences. https://www.sciencedirect.com/science/article/pii/S1364661324003127 pdf

Berke, M., Azerbayev, Z., Belledonne, M., Tavares, Z., & Jara-Ettinger, J. (2024). MetaCOG: A Hierarchical Probabilistic Model for Learning Meta-Cognitive Visual Representations. The 40th Conference on Uncertainty in Artificial Intelligence. https://proceedings.mlr.press/v244/berke24a.html pdf

Berke, M., & Jara-Ettinger, J. (2024). Using Core Knowledge to Learn About Our Own Minds. Commentary on Spelke. Behavioral and Brain Sciences. link

Berke, M., Walter-Terrill, R., Jara-Ettinger, J., & Scholl, B. J. (2022). Flexible Goals Require that Inflexible Perceptual Systems Produce Veridical Representations: Implications for Realism as Revealed by Evolutionary Simulations. Cognitive Science. https://doi.org/10.1111/cogs.13195 pdf

Refereed Conference Proceedings Papers

Zhi, T. Y., Jara-Ettinger, J., & Berke, M. (2024). Reasoning About Knowledge in Lie Production. Proceedings of the 46th Annual Conference of the Cognitive Science Society. link

Berke, M., Sterling, B. G., Tenenbaum, A. L., & Jara-Ettinger, J. (2024). No Signatures of First-Person Biases in Theory of Mind Judgments About Thinking. Proceedings of the 46th Annual Conference of the Cognitive Science Society. link

Berke, M., Tenenbaum, A. L., Sterling, B. G., & Jara-Ettinger, J. (2023). Thinking about Thinking as Rational Computation. Proceedings of the 45th Annual Conference of the Cognitive Science Society. link

Berke, M., & Jara-Ettinger, J. (2022). Integrating Experience into Bayesian Theory of Mind. Proceedings of the 44th Annual Conference of the Cognitive Science Society. link

Berke, M., & Jara-Ettinger, J. (2021). Thinking About Thinking Through Inverse Reasoning. Proceedings of the 43rd Annual Conference of the Cognitive Science Society. link

Berke, M., Field, D. J., & Cleland, T. A. (2017). The Sparse Structure of Natural Chemical Environments. Proceedings from the International Symposium on Olfaction and Electronic Nose (ISOEN). link