Tutti i documenti taggati con StairwAI

• Shallow2Deep: Restraining Neural Networks Opacity through Neural Architecture Search
• Towards a Unified Model for Symbolic Knowledge Extraction with Hypercube-Based Methods
• Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: A Roadmap
• GridEx: An Algorithm for Knowledge Extraction from Black-Box Regressors
• StairwAI
• Symbolic knowledge extraction from opaque ML predictors in PSyKE: Platform design & experiments
• Clustering-Based Approaches for Symbolic Knowledge Extraction
• Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model
• Grounding Trustworthy AI: from high-level principles to technical requirements
• Logic Programming library for Machine Learning: API design and prototype
• A Mechanism for Reasoning over Defeasible Preferences in Arg2P
• Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: GridREx & PEDRO
• On the Evaluation of the Symbolic Knowledge Extracted from Black Boxes
• Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model
• A Mechanism for Reasoning over Defeasible Preferences in Arg2P
• Shallow2Deep: Restraining Neural Networks Opacity through Neural Architecture Search
• XAI: Current Frontiers and the Path Ahead Towards Trustworthy AI
• Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: GridREx & PEDRO
• Clustering-Based Approaches for Symbolic Knowledge Extraction
• Assessing and Enforcing Fairness in the AI Lifecycle
• On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction
• GridEx: An Algorithm for Knowledge Extraction from Black-Box Regressors
• On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction
• Evaluation Metrics for Symbolic Knowledge Extracted from Machine Learning Black Boxes: A Discussion Paper
• Logic Programming library for Machine Learning: API design and prototype