3 papers
stat.AP2025
Validity in machine learning for extreme event attribution
Cassandra C. Chou, Scott L. Zeger, Benjamin Q. Huynh
Extreme event attribution (EEA), which assesses the extent to which disasters are caused by climate change, is crucial for informing climate policy and legal proceedings. Machine l…
stat.AP2025
Drinking water contamination as a population-wide determinant of mortality in California
Kiley Kennedy, Vincent Zheng, Benjamin Q Huynh
Drinking water contamination, a known determinant of adverse health outcomes, remains widespread and inequitably distributed amidst aging infrastructure. Regulatory oversight is th…
cs.LG2023
AI for Anticipatory Action: Moving Beyond Climate Forecasting
Benjamin Q. Huynh, Mathew V. Kiang
Disaster response agencies have been shifting from a paradigm of climate forecasting towards one of anticipatory action: assessing not just what the climate will be, but how it wil…