Generalizing Logic-based Explanations for Machine Learning Classifiers via Optimization

Documenti analoghi

• Logic-based Explanations for Linear Support Vector Classifiers with Reject Option
  di: Filho, Francisco Mateus Rocha, et al.
  Pubblicazione: (2024)
• Slice and Explain: Logic-Based Explanations for Neural Networks through Domain Slicing
  di: Queiroz, Luiz Fernando Paulino, et al.
  Pubblicazione: (2026)
• Bound Propagation meets Constraint Simplification: Improving Logic-based XAI for Neural Networks
  di: Gomes, Ronaldo, et al.
  Pubblicazione: (2026)
• Comparing Neural Network Encodings for Logic-based Explainability
  di: Carvalho, Levi Cordeiro, et al.
  Pubblicazione: (2025)
• Reliable XAI Explanations in Sudden Cardiac Death Prediction for Chagas Cardiomyopathy
  di: Chagas, Vinícius P., et al.
  Pubblicazione: (2026)