How to Trust Your Imperfect GeoAI Model. Hosted by the GeoDS Lab@UW-Madison Co-sponsored by the UW-Madison Data Science Institute. Guest Speaker: Dr. Peng Luo, Department of Earth and Environmental Sciences at the University of Iowa. Abstract: This talk will discuss several recent works on spatially explicit uncertainty quantification, including geographically aware conformal prediction for spatial models, uncertainty quantification for geospatial explainable AI, and regionally risk-controlled spatial decision-making.
CONTACT: 262-2139, song.gao@wisc.edu
URL: https://geography.wisc.edu/geods/