Pietro Barbiero

6

Papers

24

Total Citations

Papers (6)

Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning

Causally Reliable Concept Bottleneck Models

Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts

Scalable Evaluation and Neural Models for Compositional Generalization

Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off

Interpretable Graph Networks Formulate Universal Algebra Conjectures