Jacob M. Montgomery

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Gaussian Process

Top Venues

Publications

Messi H. J. Lee, Jacob M. Montgomery, Calvin K. Lai
The Effect of Group Status on the Variability of Group Representations in LLM-generated Text. CoRR (2024)
Yehu Chen, Muchen Xi, Jacob M. Montgomery, Joshua Jackson, Roman Garnett
Idiographic Personality Gaussian Process for Psychological Assessment. CoRR (2024)
Messi H. J. Lee, Jacob M. Montgomery, Calvin K. Lai
Large Language Models Portray Socially Subordinate Groups as More Homogeneous, Consistent with a Bias Observed in Humans. FAccT (2024)
Messi H. J. Lee, Jacob M. Montgomery, Calvin K. Lai
More Distinctively Black and Feminine Faces Lead to Increased Stereotyping in Vision-Language Models. CoRR (2024)
Yehu Chen, Annamaria Prati, Jacob M. Montgomery, Roman Garnett
A Multi-Task Gaussian Process Model for Inferring Time-Varying Treatment Effects in Panel Data. AISTATS (2023)
JBrandon Duck-Mayr, Roman Garnett, Jacob M. Montgomery
GPIRT: A Gaussian Process Model for Item Response Theory. UAI (2020)
JBrandon Duck-Mayr, Roman Garnett, Jacob M. Montgomery
GPIRT: A Gaussian Process Model for Item Response Theory. CoRR (2020)