Research
ELLIS fosters international collaboration across domains, connecting top researchers while investing in the next generation of AI talent.
Members
ELLIS Members are leading scientists in machine learning and AI, shaping Europe's global position in these fields.
About
ELLIS is a network of excellence connecting top AI researchers across European borders to strengthen the leadership of AI made in Europe.
Workshop
ELLIS Program Workshop on Causethical ML
July 26th, 2021 - July 26th, 2021
09:00 - 19:00
Virtual
Specifically, the workshop focuses on investigating progress in the five fields of fairness, explainability, robustness, privacy and security and accountability in ML through a causal lense.
Causality and ethical ML are two mostly disjoint fields in machine learning. Recently, their intersection is attracting increasing attention as models are deployed for consequential decision-making domains. However, most existing literature only sporadically explores this field. The aim of this workshop is to bring these efforts together to open a channel of discussion and potential collaborations to fill the gaps.
Co-Organised by the ELLIS Programs:
ELLIS Human-centric Machine Learning
ELLIS Robust Machine Learning
ELLIS Interactive Learning and Interventional Representations