Logic explained networks

DOI10.1016/j.artint.2022.103822OpenAlexW3188740654MaRDI QIDQ2680793

Pietro Barbiero, Francesco Giannini, Pietro Lio, Gabriele Ciravegna, Stefano Melacci, Marco Maggini, Marco Gori

Publication date: 4 January 2023

Published in: Artificial Intelligence (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2108.05149

zbMATH Keywords

neural networksexplainable AIlogic explained networks

Mathematics Subject Classification ID

Artificial intelligence (68Txx)

Related Items (1)

Evolving interpretable decision trees for reinforcement learning

Uses Software

• Scikit
• MNIST
• PhysioToolkit
• PyTorch
• BERT
• DeepRED
• ViT

Cites Work

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• Markov logic networks
• Markov Logic: An Interface Layer for Artificial Intelligence
• A theory of the learnable
• Linear Inversion of Band-Limited Reflection Seismograms
• Generalized Additive Models: Some Applications
• Learning Constraint Satisfaction Problems: An ILP Perspective
• Foundations of Support Constraint Machines
• The Problem of Simplifying Truth Functions
• The Computational Complexity of Understanding Binary Classifier Decisions
• Inductive logic programming

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