2 papers
cs.LG2026
Explainable AI needs formalization
Stefan Haufe, Rick Wilming, Benedict Clark +4
The field of "explainable artificial intelligence" (XAI) seemingly addresses the desire that decisions of machine learning systems should be human-understandable. However, in its c…
cs.LG2026
Generative clinical time series models trained on moderate amounts of patient data are privacy preserving
Rustam Zhumagambetov, Niklas Giesa, Sebastian D. Boie +1
Sharing medical data for machine learning model training purposes is often impossible due to the risk of disclosing identifying information about individual patients. Synthetic dat…