Gabriele D'Acunto

22 papers A* 1A 1Journal 16Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning Consistent Causal Abstraction Networks.
CoRR
Gabriele D'Acunto, Paolo Di Lorenzo, Sergio Barbarossa
2025 A* conf
Causal Abstraction Learning based on the Semantic Embedding Principle.
ICML
Gabriele D'Acunto, Fabio Massimo Zennaro, Yorgos Felekis, Paolo Di Lorenzo
2025 J jnl
Causal Abstraction Learning based on the Semantic Embedding Principle.
CoRR
Gabriele D'Acunto, Fabio Massimo Zennaro, Yorgos Felekis, Paolo Di Lorenzo
2025 — conf
Colored Markov Random Fields for Probabilistic Topological Modeling.
IEEECONF
Lorenzo Marinucci, Leonardo Di Nino, Gabriele D'Acunto, Mario Edoardo Pandolfo, Paolo Di Lorenzo, Sergio Barbarossa
2025 J jnl
Colored Markov Random Fields for Probabilistic Topological Modeling.
CoRR
Lorenzo Marinucci, Leonardo Di Nino, Gabriele D'Acunto, Mario Edoardo Pandolfo, Paolo Di Lorenzo, Sergio Barbarossa
2025 — conf
Learning Network Sheaves for AI-native Semantic Communication.
IEEECONF
Enrico Grimaldi, Mario Edoardo Pandolfo, Gabriele D'Acunto, Sergio Barbarossa, Paolo Di Lorenzo
2025 J jnl
Learning Network Sheaves for AI-native Semantic Communication.
CoRR
Enrico Grimaldi, Mario Edoardo Pandolfo, Gabriele D'Acunto, Sergio Barbarossa, Paolo Di Lorenzo
2025 J jnl
Learning the Structure of Connection Graphs.
CoRR
Leonardo Di Nino, Gabriele D'Acunto, Sergio Barbarossa, Paolo Di Lorenzo
2025 J jnl
Simplicial Gaussian Models: Representation and Inference.
CoRR
Lorenzo Marinucci, Gabriele D'Acunto, Paolo Di Lorenzo, Sergio Barbarossa
2025 J jnl
The Causal Abstraction Network: Theory and Learning.
CoRR
Gabriele D'Acunto, Paolo Di Lorenzo, Sergio Barbarossa
2025 A conf
The Relativity of Causal Knowledge.
UAI
Gabriele D'Acunto, Claudio Battiloro
2025 J jnl
The Relativity of Causal Knowledge.
CoRR
Gabriele D'Acunto, Claudio Battiloro
2024 — conf
Extracting the Multiscale Causal Backbone of Brain Dynamics.
CLeaR
Gabriele D'Acunto, Francesco Bonchi, Gianmarco De Francisci Morales, Giovanni Petri
2024 J jnl
Learning Multi-Frequency Partial Correlation Graphs.
IEEE Trans. Signal Process.
Gabriele D'Acunto, Paolo Di Lorenzo, Francesco Bonchi, Stefania Sardellitti, Sergio Barbarossa
2023 J jnl
Extracting the Multiscale Causal Backbone of Brain Dynamics.
CoRR
Gabriele D'Acunto, Francesco Bonchi, Gianmarco De Francisci Morales, Giovanni Petri
2023 J jnl
Learning Multi-Frequency Partial Correlation Graphs.
CoRR
Gabriele D'Acunto, Paolo Di Lorenzo, Francesco Bonchi, Stefania Sardellitti, Sergio Barbarossa
2023 J jnl
Learning Multiscale Non-stationary Causal Structures.
Trans. Mach. Learn. Res.
Gabriele D'Acunto, Gianmarco De Francisci Morales, Paolo Bajardi, Francesco Bonchi
2023 J jnl
Multiscale Causal Structure Learning.
Trans. Mach. Learn. Res.
Gabriele D'Acunto, Paolo Di Lorenzo, Sergio Barbarossa
2022 J jnl
Multiscale Causal Structure Learning.
CoRR
Gabriele D'Acunto, Paolo Di Lorenzo, Sergio Barbarossa
2022 J jnl
Multiscale Non-stationary Causal Structure Learning from Time Series Data.
CoRR
Gabriele D'Acunto, Gianmarco De Francisci Morales, Paolo Bajardi, Francesco Bonchi
2021 J jnl
The Evolving Causal Structure of Equity Risk Factors.
CoRR
Gabriele D'Acunto, Paolo Bajardi, Francesco Bonchi, Gianmarco De Francisci Morales
2021 — conf
The evolving causal structure of equity risk factors.
ICAIF
Gabriele D'Acunto, Paolo Bajardi, Francesco Bonchi, Gianmarco De Francisci Morales