Explainable machine learning models

This page provides a list of my papers (and other contributions) related to explainable machine learning:

Software for explainable machine learning

Invited talks

Articles in scientific journals

Papers in conference proceedings 



Media interviews

Other contributions

I serve as a program co-chair of RuleML+RR 2020@DeclarativeAI (originally to be held in Oslo). The theme of the conference is Explainable algorithmic decision-making.

I serve or have served as a reviewer specializing on topics related to explainable machine learning at multiple artificial intelligence and semantic web conferences, such as AAAI, ECAI, IJCAI, ECML/PKDD, ISWC, ... (cf. academic service for a list) .