Conveners
Life Sciences: Application Area Meeting
- Elena Xerxa (University of Bonn)
- Jürgen Bajorath
Description
Advancing Understanding: Explainable Artificial Intelligence at
Interfaces between Machine Learning, Life Sciences, and Philosophy.
Keynotes:
- Philosophical perspective of the concept of “explanation” and “hypothesis testing” in AI.
- Scientific hypothesis testing via molecular machine learning and exploration of causal
relationships in explainable artificial intelligence.
Seminars:
- From objectual to explanatory understanding with AlphaFold2.
- Explaining molecular diffusion models.
