Katherine Collins

Web-based Elicitation of Human Perception on mixup Data

Katherine M. Collins, B. Love, Adrian Weller, 2022, ArXiv.

Learning Signal-Agnostic Manifolds of Neural Fields pdf

Vincent Sitzmann, Joshua B. Tenenbaum, Yilun Du, 2021, NeurIPS.

Learning Personalized Decision Support Policies

Katherine M. Collins, Parameswaran Kamalaruban, Adrian Weller, 2023, ArXiv.

Human Uncertainty in Concept-Based AI Systems

Katherine M. Collins, Krishnamurthy Dvijotham, Adrian Weller, 2023, AIES.

Human-in-the-Loop Mixup

Katherine M. Collins, B. Love, Adrian Weller, 2022, 2211.01202.