Giuseppe Marra

Neurosymbolic Object-Centric Learning with Distant Supervision

Interpretable Hierarchical Concept Reasoning through Graph Learning

Quantifying the Accuracy-Interpretability Trade-Off in Concept-Based Sidechannel Models

Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning

Counterfactual Concept Bottleneck Models