Pietro Barbiero
- Causally Reliable Concept Bottleneck Models
- Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
- FLUX: Efficient Descriptor-Driven Clustered Federated Learning under Arbitrary Distribution Shifts
- Scalable Evaluation and Neural Models for Compositional Generalization