All Publications
2023
“Emotion prediction as computation over a generative theory of mind”, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, vol. 381, no. 2251, 2023.
houlihan2023computedappraisals.pdf (2.37 MB) ,

CBMM Funded
“Physics informed machine learning for wind speed prediction”, Energy, vol. 268, p. 126628, 2023. ,
CBMM Funded
“Zero-shot linear combinations of grounded social interactions with Linear Social MDPs”, in Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI), 2023. ,
CBMM Funded
“BrainBERT: Self-supervised representation learning for Intracranial Electrodes”, International Conference on Learning Representations. Kigali, Rwanda, Africa, 2023.
985_brainbert_self_supervised_repr.pdf (9.71 MB) ,

CBMM Funded
“NOPA: Neurally-guided Online Probabilistic Assistance for Building Socially Intelligent Home Assistants”, arXiv, 2023. ,
CBMM Related
“Implicit regularization with strongly convex bias: Stability and acceleration”, Analysis and Applications, vol. 21, no. 01, pp. 165 - 191, 2023. ,
CBMM Related
2022
“Visual motion perception as online hierarchical inference”, Nature Communications, vol. 13, no. 1, 2022. ,
CBMM Funded
“Inductive biases in theory-based reinforcement learning”, Cognitive Psychology, vol. 138, p. 101509, 2022. ,
CBMM Funded
“Learning new physics efficiently with nonparametric methodsAbstract”, The European Physical Journal C, vol. 82, no. 10, 2022. ,
CBMM Related
“Dangerous Ground: One-Year-Old Infants are Sensitive to Peril in Other Agents’ Action PlansAbstract”, Open Mind, vol. 6, pp. 211 - 231, 2022. ,
CBMM Funded
“Scalable Causal Discovery with Score Matching”, NeurIPS 2022. 2022. ,
CBMM Related
“Reasoning about the antecedents of emotions: Bayesian causal inference over an intuitive theory of mind”, Proceedings of the Annual Conference of the Cognitive Science Society, vol. 44. Toronto, CA, pp. 854-861, 2022.
Houlihan 2022 Proceedings of the 44th Annual Conference of the Cognitive Science Society.pdf (687.98 KB) ,

CBMM Funded
“Genome-wide mapping of somatic mutation rates uncovers drivers of cancerAbstract”, Nature Biotechnology, vol. 40, no. 11, pp. 1634 - 1643, 2022. ,
CBMM Related
“Incorporating Rich Social Interactions Into MDPs”, in 2022 IEEE International Conference on Robotics and Automation (ICRA)2022 International Conference on Robotics and Automation (ICRA), Philadelphia, PA, USA, 2022. ,
CBMM Funded
“The evolution of color naming reflects pressure for efficiency: Evidence from the recent pastAbstract”, Journal of Language Evolution, 2022. ,
CBMM Related
CBMM Memo No.
133
“Incorporating Rich Social Interactions Into MDPs”. 2022.
CBMM-Memo-133.pdf (1.68 MB) ,

CBMM Funded
CBMM Memo No.
132
“Trajectory Prediction with Linguistic Representations”. 2022.
CBMM-Memo-132.pdf (1.15 MB) ,

CBMM Funded
“Quantifying the Emergence of Symbolic Communication”, CogSci, 2022. ,
CBMM Related
“Spontaneous sign emergence in humans and machines through an embodied communication game”, in JCoLE Workshop, 2022. ,
CBMM Related
“Trajectory Prediction with Linguistic Representations”, in 2022 IEEE International Conference on Robotics and Automation (ICRA), Philadelphia, PA, USA, 2022. ,
CBMM Funded
“The Aligned Multimodal Movie Treebank: An audio, video, dependency-parse treebank”, in Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022. ,
CBMM Related
2021
“Vector-based pedestrian navigation in cities”, Nature Computational Science, vol. 1, no. 10, pp. 678 - 685, 2021.
s43588-021-00130-y.pdf (1.96 MB) ,

CBMM Funded
“Multi-resolution modeling of a discrete stochastic process identifies causes of cancer”, in International Conference on Learning Representations, 2021. ,
CBMM Funded
“Spoken ObjectNet: A Bias-Controlled Spoken Caption Dataset”, in Interspeech 2021, ISCA, 2021. ,
CBMM Funded
“Compositional RL Agents That Follow Language Commands in Temporal Logic”, Frontiers in Robotics and AI, vol. 8, 2021.
frobt-08-689550.pdf (1.57 MB) ,

CBMM Funded