Preprints

Judging LLMs on a simplex
Vossler, Xia, Mai, Feng
[arXiv]

When the domain expert has no time and the LLM developer has no clinical expertise: Real-world lessons from LLM co-design in a safety-net hospital
Kothari, Vossler, Digitale, Forouzannia, Rosenberg, Lee, Bryant, Molina, Marks, Zier, Feng
[arXiv]

Published Papers

2024

Estimating and implementing conventional fairness metrics with probabilistic protected features
Elzayn, Black, Vossler, Jo, Goldin, Ho
[arXiv]

Optimal Nonparametric Inference with Two-Scale Distributional Nearest Neighbors
JASA
Demirkaya, Fan, Gao, Lv, Vossler, Wang
[journal link] [arXiv]

2023

Deploying a Robust Active Preference Elicitation Algorithm: Experiment Design, Interface, and Evaluation for COVID-19 Patient Prioritization
Johnston, Vossler, Blessenohl, Vayanos
[arXiv]

2022

Asymptotic Properties of High Dimensional Random Forests
Annals of Statistics
Chi, Vossler, Fan, Lv
[journal link] [arXiv]

Immigrants, Intersectionality and the Politics of Substantive Representation
Journal of Women, Politics & Policy
Phillips, Shah, Vossler
[journal link]