Heuton, Kyle

3 publications

ICML 2025 Decision-Aware Training of Spatiotemporal Forecasting Models to Select a Top-K Subset of Sites for Intervention Kyle Heuton, Frederick Muench, Shikhar Shrestha, Thomas J. Stopka, Michael C Hughes

ICMLW 2023 Learning Where to Intervene with a Differentiable Top-K Operator: Towards Data-Driven Strategies to Prevent Fatal Opioid Overdoses Kyle Heuton, Shikhar Shrestha, Thomas Stopka, Michael C Hughes

NeurIPSW 2022 Prediction-Constrained Markov Models for Medical Time Series with Missing Data and Few Labels Preetish Rath, Gabriel Hope, Kyle Heuton, Erik B. Sudderth, Michael C Hughes