2025
MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks.
CoRR, May, 2025

Universal Abstraction: Harnessing Frontier Models to Structure Real-World Data at Scale.
CoRR, February, 2025

Position: Contextual Confidence and Generative AI.
Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2025

Push and Pull: A Framework for Measuring Attentional Agency on Digital Platforms.
Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency, 2025

2024
A machine-learning-based framework for contractor selection and order allocation in public construction projects considering sustainability, risk, and safety.
Ann. Oper. Res., July, 2024

MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging.
CoRR, 2024

Personhood credentials: Artificial intelligence and the value of privacy-preserving tools to distinguish who is real online.
CoRR, 2024

Push and Pull: A Framework for Measuring Attentional Agency.
CoRR, 2024

Verifiable evaluations of machine learning models using zkSNARKs.
CoRR, 2024

Plural Management: A Scalable Model for Decentralized Organizational Authority Using Quadratic Voting and Prediction Markets.
Proceedings of the CENTERIS 2024 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2024

2023
AI and Democracy's Digital Identity Crisis.
CoRR, 2023

Sandi: A System for Accountability and Applications in Direct Communication (Extended Abstract).
CoRR, 2023

Contextual Confidence and Generative AI.
CoRR, 2023

Unsupervised Learning of Molecular Embeddings for Enhanced Clustering and Emergent Properties for Chemical Compounds.
CoRR, 2023

Face Recognition in the age of CLIP & Billion image datasets.
CoRR, 2023

2022
A Plural Decentralized Identity Frontier: Abstraction v. Composability Tradeoffs in Web3.
CoRR, 2022

NFT Appraisal Prediction: Utilizing Search Trends, Public Market Data, Linear Regression and Recurrent Neural Networks.
CoRR, 2022