Massidda, Riccardo

6 publications

NeurIPS 2025 Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts Andrea Pugnana, Riccardo Massidda, Francesco Giannini, Pietro Barbiero, Mateo Espinosa Zarlenga, Roberto Pellungrini, Gabriele Dominici, Fosca Giannotti, Davide Bacciu

ICLR 2024 Constraint-Free Structure Learning with Smooth Acyclic Orientations Riccardo Massidda, Francesco Landolfi, Martina Cinquini, Davide Bacciu

UAI 2024 Learning Causal Abstractions of Linear Structural Causal Models Riccardo Massidda, Sara Magliacane, Davide Bacciu

CLeaR 2023 Causal Abstraction with Soft Interventions Riccardo Massidda, Atticus Geiger, Thomas Icard, Davide Bacciu

ICMLW 2023 Differentiable Causal Discovery with Smooth Acyclic Orientations Riccardo Massidda, Francesco Landolfi, Martina Cinquini, Davide Bacciu

ECML-PKDD 2022 Knowledge-Driven Interpretation of Convolutional Neural Networks Riccardo Massidda, Davide Bacciu