Sébastien Da Veiga, Erwan Scornet: “Two approaches of interpretability: simple ML models vs black-box explainability”

Clément Bénard: “Black-box explainability: variable importance in random forests”

Round table chaired by Bertrand Iooss

Simon Wood: "Generalised additive models: interpretability via additivity"

Yannig Goude: "Interpretability of machine learning approaches for electricity demand forecasting"

Matteo Fasiolo: "Visual tools for additive model development and checking"

Round table chaired by Piercesare Secchi

Bianca Maria Colosimo: “In-situ data mining in Industry 4.0 - opportunities and challenges”

Andrea Palumbo, Claudia Schipani “Digital for Additive Manufacturing: the case study of Avio Aero”

Fabio Centofanti: “Robust functional ANOVA with application to Additive Manufacturing”

Round table chaired by Ron Kenett