GPIRT: A Gaussian Process Model for Item Response Theory. - JBrandon Duck-Mayr; Roman Garnett; Jacob M. Montgomery (UAI, 2020)

A Multi-Task Gaussian Process Model for Inferring Time-Varying Treatment Effects in Panel Data. - Yehu Chen; Annamaria Prati; Jacob M. Montgomery; Roman Garnett (AISTATS, 2023)

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 (FAccT, 2024)

Idiographic Personality Gaussian Process for Psychological Assessment. - Yehu Chen; Muchen Xi; Joshua Jackson; Jacob M. Montgomery; Roman Garnett (NeurIPS, 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)

Visual Cues of Gender and Race are Associated with Stereotyping in Vision-Language Models. - Messi H. J. Lee; Soyeon Jeon; Jacob M. Montgomery; Calvin K. Lai (CoRR, 2025)

A Dynamic, Ordinal Gaussian Process Item Response Theoretic Model. - Yehu Chen; Jacob M. Montgomery; Roman Garnett (CoRR, 2025)