Ciravegna, Gabriele
- Concept-based Explainable Artificial Intelligence: A Survey
2023/12/20 by Eleonora Poeta, Gabriele Ciravegna, Poeta, Eleonora +7 · 16 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Topic Modeling
- Interpretable Concept-Based Memory Reasoning
2024/07/22 by David Debot, Debot, David, Pietro Barbiero +9 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- Relational Concept Bottleneck Models
2023/08/23 by Pietro Barbiero, Barbiero, Pietro, Francesco Giannini +7 · 3 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Bayesian Modeling and Causal Inference #Advanced Graph Neural Networks
- Linearly-Interpretable Concept Embedding Models for Text Analysis
2024/06/20 by De Santis, Francesco, Bich, Philippe, Ciravegna, Gabriele +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- V-CEM: Bridging Performance and Intervenability in Concept-based Models
2025/04/04 by De Santis, Francesco, Ciravegna, Gabriele, Bich, Philippe +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)