Search Results for author: Alessandro Facchini

Found 5 papers, 3 papers with code

Addressing Social Misattributions of Large Language Models: An HCXAI-based Approach

no code implementations26 Mar 2024 Andrea Ferrario, Alberto Termine, Alessandro Facchini

Human-centered explainable AI (HCXAI) advocates for the integration of social aspects into AI explanations.

Belief Revision in Sentential Decision Diagrams

1 code implementation20 Jan 2022 Lilith Mattei, Alessandro Facchini, Alessandro Antonucci

Belief revision is the task of modifying a knowledge base when new information becomes available, while also respecting a number of desirable properties.

Structural Learning of Probabilistic Sentential Decision Diagrams under Partial Closed-World Assumption

1 code implementation26 Jul 2021 Alessandro Antonucci, Alessandro Facchini, Lilith Mattei

Probabilistic sentential decision diagrams are a class of structured-decomposable probabilistic circuits especially designed to embed logical constraints.

Clustering

Robust Model Checking with Imprecise Markov Reward Models

1 code implementation8 Mar 2021 Alberto Termine, Alessandro Antonucci, Alessandro Facchini, Giuseppe Primiero

However, only extensions based on discrete-time imprecise Markov chains have been considered so far for such a robust approach to model checking.

Logic in Computer Science Logic Probability

Tractable Inference in Credal Sentential Decision Diagrams

no code implementations19 Aug 2020 Lilith Mattei, Alessandro Antonucci, Denis Deratani Mauá, Alessandro Facchini, Julissa Villanueva Llerena

In this work, we develop the credal sentential decision diagrams, a generalisation of their probabilistic counterpart that allows for replacing the local probabilities with (so-called credal) sets of mass functions.

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