Gabriele Dominici

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 5

Top Topics

Model Selection

Top Venues

Publications

Gabriele Dominici, Pietro Barbiero, Mateo Espinosa Zarlenga, Alberto Termine, Martin Gjoreski, Giuseppe Marra, Marc Langheinrich
Causal Concept Embedding Models: Beyond Causal Opacity in Deep Learning. CoRR (2024)
Dario Fenoglio, Gabriele Dominici, Pietro Barbiero, Alberto Tonda, Martin Gjoreski, Marc Langheinrich
Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning. CoRR (2024)
Gabriele Dominici, Pietro Barbiero, Francesco Giannini, Martin Gjoreski, Marc Langheinrich
AnyCBMs: How to Turn Any Black Box into a Concept Bottleneck Model. CoRR (2024)
Gabriele Dominici, Pietro Barbiero, Francesco Giannini, Martin Gjoreski, Giuseppe Marra, Marc Langheinrich
Climbing the Ladder of Interpretability with Counterfactual Concept Bottleneck Models. CoRR (2024)
Gabriele Dominici, Pietro Barbiero, Lucie Charlotte Magister, Pietro Liò, Nikola Simidjievski
SHARCS: Shared Concept Space for Explainable Multimodal Learning. CoRR (2023)