Damiano Azzolini

According to our database, Damiano Azzolini authored at least 39 papers between 2018 and 2025.

Collaborative distances:

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

2025

Learning answer set programs with aggregates via sampling and genetic programming.

Damiano Azzolini

Mach. Learn., July, 2025

Integrating Belief Domains into Probabilistic Logic Programs.

Damiano Azzolini, Fabrizio Riguzzi, Theresa Swift

CoRR, July, 2025

Application Placement with Constraint Relaxation.

Damiano Azzolini, Marco Duca, Stefano Forti, Francesco Gallo, Antonio Ielo

CoRR, July, 2025

Probabilistic Answer Set Programming with Discrete and Continuous Random Variables.

Damiano Azzolini, Fabrizio Riguzzi

Theory Pract. Log. Program., 2025

Solving Decision Theory Problems with Probabilistic Answer Set Programming.

Damiano Azzolini, Elena Bellodi, Rafael Kiesel, Fabrizio Riguzzi

Theory Pract. Log. Program., 2025

Evolutionary learning of probabilistic logic programs.

Damiano Azzolini

Knowl. Based Syst., 2025

Mixtures of probabilistic logic programs.

Damiano Azzolini

Int. J. Approx. Reason., 2025

2024

Fast Inference for Probabilistic Answer Set Programs Via the Residual Program.

Damiano Azzolini, Fabrizio Riguzzi

Theory Pract. Log. Program., 2024

Symbolic Parameter Learning in Probabilistic Answer Set Programming.

Damiano Azzolini, Elisabetta Gentili, Fabrizio Riguzzi

Theory Pract. Log. Program., 2024

Continuous reasoning for adaptive container image distribution in the cloud-edge continuum.

Damiano Azzolini, Stefano Forti, Antonio Ielo

CoRR, 2024

Inference in Probabilistic Answer Set Programs with Imprecise Probabilities via Optimization.

Damiano Azzolini, Fabrizio Riguzzi

Proceedings of the Uncertainty in Artificial Intelligence, 2024

A First Journey into the Complexity of Statistical Statements in Probabilistic Answer Set Programming.

Damiano Azzolini, Markus Hecher

Proceedings of the Workshop Proceedings of the 40th International Conference on Logic Programming (ICLP-WS 2024) co-located with the 40th International Conference on Logic Programming (ICLP 2024), 2024

Logic Programming for Knowledge Graph Completion.

Damiano Azzolini, Matteo Bonato, Elisabetta Gentili, Fabrizio Riguzzi

Proceedings of the 39th Italian Conference on Computational Logic, 2024

Summary of Inference in Probabilistic Answer Set Programs with Imprecise Probabilities via Optimization (Short paper).

Damiano Azzolini, Fabrizio Riguzzi

Proceedings of the AIxIA Discussion Papers 2024 co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), 2024

2023

Lifted inference for statistical statements in probabilistic answer set programming.

Damiano Azzolini, Fabrizio Riguzzi

Int. J. Approx. Reason., December, 2023

Regularization in Probabilistic Inductive Logic Programming.

Elisabetta Gentili, Alice Bizzarri, Damiano Azzolini, Riccardo Zese, Fabrizio Riguzzi

Proceedings of the Inductive Logic Programming - 32nd International Conference, 2023

A Constrained Optimization Approach to Set the Parameters of Probabilistic Answer Set Programs.

Damiano Azzolini

Proceedings of the Inductive Logic Programming - 32nd International Conference, 2023

Link Prediction in Knowledge Graphs with Probabilistic Logic Programming: Work in Progress.

Damiano Azzolini, Elisabetta Gentili, Fabrizio Riguzzi

Proceedings of the International Conference on Logic Programming 2023 Workshops co-located with the 39th International Conference on Logic Programming (ICLP 2023), 2023

A Brief Discussion about the Credal Semantics for Probabilistic Answer Set Programs.

Damiano Azzolini

Proceedings of the International Conference on Logic Programming 2023 Workshops co-located with the 39th International Conference on Logic Programming (ICLP 2023), 2023

Inference in Probabilistic Answer Set Programming Under the Credal Semantics.

Damiano Azzolini, Fabrizio Riguzzi

Proceedings of the AIxIA 2023 - Advances in Artificial Intelligence, 2023

2022

Abduction with probabilistic logic programming under the distribution semantics.

Damiano Azzolini, Elena Bellodi, Stefano Ferilli, Fabrizio Riguzzi, Riccardo Zese

Int. J. Approx. Reason., 2022

Probabilistic Logic Models for the Lightning Network.

Damiano Azzolini, Fabrizio Riguzzi

Cryptogr., 2022

Statistical Statements in Probabilistic Logic Programming.

Damiano Azzolini, Elena Bellodi, Fabrizio Riguzzi

Proceedings of the Logic Programming and Nonmonotonic Reasoning, 2022

Learning the Parameters of Probabilistic Answer Set Programs.

Damiano Azzolini, Elena Bellodi, Fabrizio Riguzzi

Proceedings of the Inductive Logic Programming - 31st International Conference, 2022

Semantics for Hybrid Probabilistic Logic Programs with Function Symbols: Technical Summary.

Damiano Azzolini, Fabrizio Riguzzi, Evelina Lamma

Proceedings of the International Conference on Logic Programming 2022 Workshops co-located with the 38th International Conference on Logic Programming (ICLP 2022), Haifa, Israel, July 31st, 2022

Abduction in (Probabilistic) Answer Set Programming.

Damiano Azzolini, Elena Bellodi, Fabrizio Riguzzi

Proceedings of the 37th Italian Conference on Computational Logic, Bologna, Italy, June 29, 2022

MAP Inference in Probabilistic Answer Set Programs.

Damiano Azzolini, Elena Bellodi, Fabrizio Riguzzi

Proceedings of the AIxIA 2022 - Advances in Artificial Intelligence, 2022

Approximate Inference in Probabilistic Answer Set Programming for Statistical Probabilities.

Damiano Azzolini, Elena Bellodi, Fabrizio Riguzzi

Proceedings of the AIxIA 2022 - Advances in Artificial Intelligence, 2022

2021

Optimizing Probabilities in Probabilistic Logic Programs.

Damiano Azzolini, Fabrizio Riguzzi

Theory Pract. Log. Program., 2021

Syntactic Requirements for Well-defined Hybrid Probabilistic Logic Programs.

Damiano Azzolini, Fabrizio Riguzzi

Proceedings of the Proceedings 37th International Conference on Logic Programming (Technical Communications), 2021

A semantics for Hybrid Probabilistic Logic programs with function symbols.

Damiano Azzolini, Fabrizio Riguzzi, Evelina Lamma

Artif. Intell., 2021

Reducing Probabilistic Logic Programs.

Damiano Azzolini, Fabrizio Riguzzi

Proceedings of the 15th International Rule Challenge, 7th Industry Track, and 5th Doctoral Consortium @ RuleML+RR 2021 co-located with 17th Reasoning Web Summer School (RW 2021) and 13th DecisionCAMP 2021 as part of Declarative AI 2021, Leuven, Belgium (virtual due to Covid-19 pandemic), 8, 2021

A Probabilistic Logic Model of Lightning Network.

Damiano Azzolini, Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma

Proceedings of the Business Information Systems Workshops, 2021

2020

An Analysis of Gibbs Sampling for Probabilistic Logic Programs.

Damiano Azzolini, Fabrizio Riguzzi, Evelina Lamma

Proceedings of the International Conference on Logic Programming 2020 Workshop Proceedings co-located with 36th International Conference on Logic Programming (ICLP 2020), 2020

Modeling Smart Contracts with Probabilistic Logic Programming.

Damiano Azzolini, Fabrizio Riguzzi, Evelina Lamma

Proceedings of the Business Information Systems Workshops, 2020

2019

Studying Transaction Fees in the Bitcoin Blockchain with Probabilistic Logic Programming.

Damiano Azzolini, Fabrizio Riguzzi, Evelina Lamma

Inf., 2019

Analyzing Transaction Fees with Probabilistic Logic Programming.

Damiano Azzolini, Fabrizio Riguzzi, Evelina Lamma

Proceedings of the Business Information Systems Workshops, 2019

A Comparison of MCMC Sampling for Probabilistic Logic Programming.

Damiano Azzolini, Fabrizio Riguzzi, Franco Masotti, Evelina Lamma

Proceedings of the AI*IA 2019 - Advances in Artificial Intelligence, 2019

2018

Modeling Bitcoin Protocols with Probabilistic Logic Programming.

Damiano Azzolini, Fabrizio Riguzzi, Evelina Lamma, Elena Bellodi, Riccardo Zese

Proceedings of the 5th International Workshop on Probabilistic Logic Programming, 2018