conftrace_

Gabriele Dominici

4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (2) ICML (1) NIPS (1)

Top co-authors

Pietro Barbiero (4) Martin Gjoreski (3) Marc Langheinrich (3) Mateo Espinosa Zarlenga (2) Giuseppe Marra (2) Alberto Termine (1) Mateja Jamnik (1) Dario Fenoglio (1) Francesco Giannini (1) Alberto Tonda (1)

Keywords

federated learning (1) distributed learning (1) model aggregation (1) machine learning (1) counterfactual reasoning (1) client behavior (1)

Papers

Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning ICLR 2025 Counterfactual Concept Bottleneck Models ICLR 2025 Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts ICML 2025 Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning NIPS 2024