Gabriele Dominici
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
Venues
Top co-authors
Research topics
Keywords
counterfactual reasoning
(2)
interpretable model
(2)
concept bottleneck
(2)
model aggregation
(1)
deep learning
(1)
machine learning
(1)
classification accuracy
(1)
model explanation
(1)
causal intervention
(1)
concept intervention
(1)
concept-based model
(1)
client behavior
(1)
dynamic exploitation
(1)
leakage poisoning
(1)
mixcem
(1)
federated learning
(1)
out-of-distribution inputs
(1)
causal inference
(1)
distributed learning
(1)
Papers
Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts
ICML 2025
Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning
ICLR 2025
Counterfactual Concept Bottleneck Models
ICLR 2025
Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning
NeurIPS 2024