Sustainable AI & AI for Sustainability (new starting in 2023)

Deep Kernel Machines (within the group and former chair ML4bigData)

Anomaly detection with the PSPC Expresso project

Metabolite Identification with KEPACO Group (Juho Rousu) at Aalto (Helsinki) and Céline Brouard at INRA-Toulouse

Robustness and Explainability in ML with XAI@télécom and DSAIDIS chair (Pavlo Mozharovskyi)

Representation learning for complex data: structured data, functional data with ML4Big Data and DSAIDIS chairs

Learning surrogate losses for structured prediction and zero-shot learning (with Céline Brouard, Juho Rousu and Alessandro Rudi at INRIA-Paris)