Jacob M. Montgomery

According to our database, Jacob M. Montgomery authored at least 5 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

The Effect of Group Status on the Variability of Group Representations in LLM-generated Text.

Messi H. J. Lee, Jacob M. Montgomery, Calvin K. Lai

CoRR, 2024

Idiographic Personality Gaussian Process for Psychological Assessment.

Yehu Chen, Muchen Xi, Joshua Jackson, Jacob M. Montgomery, Roman Garnett

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Large Language Models Portray Socially Subordinate Groups as More Homogeneous, Consistent with a Bias Observed in Humans.

Messi H. J. Lee, Jacob M. Montgomery, Calvin K. Lai

Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

2023

A Multi-Task Gaussian Process Model for Inferring Time-Varying Treatment Effects in Panel Data.

Yehu Chen, Annamaria Prati, Jacob M. Montgomery, Roman Garnett

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2020

GPIRT: A Gaussian Process Model for Item Response Theory.

JBrandon Duck-Mayr, Roman Garnett, Jacob M. Montgomery

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020