Gabriele D'Acunto

According to our database, Gabriele D'Acunto authored at least 8 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Causal Abstraction Learning based on the Semantic Embedding Principle.

Gabriele D'Acunto, Fabio Massimo Zennaro, Yorgos Felekis, Paolo Di Lorenzo

CoRR, February, 2025

The Relativity of Causal Knowledge.

Gabriele D'Acunto, Claudio Battiloro

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

2024

Learning Multi-Frequency Partial Correlation Graphs.

Gabriele D'Acunto, Paolo Di Lorenzo, Francesco Bonchi, Stefania Sardellitti, Sergio Barbarossa

IEEE Trans. Signal Process., 2024

Extracting the Multiscale Causal Backbone of Brain Dynamics.

Gabriele D'Acunto, Francesco Bonchi, Gianmarco De Francisci Morales, Giovanni Petri

Proceedings of the Causal Learning and Reasoning, 2024

2023

Learning Multiscale Non-stationary Causal Structures.

Gabriele D'Acunto, Gianmarco De Francisci Morales, Paolo Bajardi, Francesco Bonchi

Trans. Mach. Learn. Res., 2023

Multiscale Causal Structure Learning.

Gabriele D'Acunto, Paolo Di Lorenzo, Sergio Barbarossa

Trans. Mach. Learn. Res., 2023

2022

Multiscale Non-stationary Causal Structure Learning from Time Series Data.

Gabriele D'Acunto, Gianmarco De Francisci Morales, Paolo Bajardi, Francesco Bonchi

CoRR, 2022

2021

The evolving causal structure of equity risk factors.

Gabriele D'Acunto, Paolo Bajardi, Francesco Bonchi, Gianmarco De Francisci Morales

Proceedings of the ICAIF'21: 2nd ACM International Conference on AI in Finance, Virtual Event, November 3, 2021