"A 6 or a 9?": Ensemble Learning Through the Multiplicity of Performant Models and ExplanationsACM Transactions on Knowledge Discovery from Data (TKDD), 2025 |
Perils of Label Indeterminacy: A Case Study on Prediction of Neurological Recovery After Cardiac ArrestConference on Fairness, Accountability and Transparency (FAccT), 2025 |
PolyPythias: Stability and Outliers across Fifty Language Model Pre-Training RunsInternational Conference on Learning Representations (ICLR), 2025 |
From Transparency to Accountability and Back: A Discussion of Access and
Evidence in AI AuditingConference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO), 2024 |
Perceptions of the Fairness Impacts of Multiplicity in Machine LearningInternational Conference on Human Factors in Computing Systems (CHI), 2024 |