Alessandro Antonucci

Lecturer, IDSIA

Joined

February 2017

Names

Alessandro Antonucci

Emails

****@idsia.ch (Confirmed)

,

****@idsia.ch (Confirmed)

,

****@supsi.ch (Confirmed)

Personal Links

Career & Education History

Lecturer

IDSIA (idsia.ch)

2008 – Present

PhD student

USI (usi.ch)

2003 – 2008

Advisors, Relations & Conflicts

Coworker

Cassio de Campos

2010 – 2015

Coworker

2009 – 2013

PhD Advisor

2003 – 2008

Expertise

Structural Causal Models

2019 – 2023

Probabilistic Circuits

2013 – 2023

Probabilistic Graphical Models

2003 – 2023

Publications

Knowledge Intensive Learning of Credal Networks
Saurabh Mathur, Alessandro Antonucci, Sriraam Natarajan
- UAI 2024 poster
- Readers: Everyone
Tractable Bounding of Counterfactual Queries by Knowledge Compilation
David Huber, Yizuo Chen, Alessandro Antonucci, Adnan Darwiche, Marco Zaffalon
- TPM 2023
- Readers: Everyone
Conversational recommender system by Bayesian methods
Francesca Mangili, Alessandro Antonucci, denis Broggini
- 07 Mar 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
A new score for adaptive tests in Bayesian and credal networks
Alessandro Antonucci, Francesca Mangili, Giorgia Adorni, Claudio Bonesana
- 07 Mar 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Structural Learning of Probabilistic Sentential Decision Diagrams under Partial Closed-World Assumption
Alessandro Antonucci, Alessandro Facchini, Lilith Mattei
- Published: 25 Jul 2021, Last Modified: 12 Oct 2025
- TPM 2021
- Readers: Everyone
Global Sensitivity Analysis for MAP Inference in Graphical Models
Jasper De Bock, Cassio Polpo de Campos, Alessandro Antonucci
- 2014 (modified: 11 Nov 2022)
- NIPS 2014
- Readers: Everyone
An Ensemble of Bayesian Networks for Multilabel Classification
Alessandro Antonucci, Giorgio Corani, Denis Deratani Mauá, Sandra Gabaglio
- 2013 (modified: 16 Jul 2019)
- IJCAI 2013
- Readers: Everyone

Co-Authors