2 papers
cs.LG2024
Transparent Trade-offs between Properties of Explanations
Hiwot Belay Tadesse, Alihan Hüyük, Yaniv Yacoby +2
When explaining black-box machine learning models, it's often important for explanations to have certain desirable properties. Most existing methods `encourage' desirable propertie…
cs.SE2023
Variational Exploration Module VEM: A Cloud-Native Optimization and Validation Tool for Geospatial Modeling and AI Workflows
Julian Kuehnert, Hiwot Tadesse, Chris Dearden +7
Geospatial observations combined with computational models have become key to understanding the physical systems of our environment and enable the design of best practices to reduc…