Article-Journal

Towards Transparent Reasoning: What Drives Faithfulness in Large Language Models?

teague-mcmillan

• Jan 1, 2025 • 1 min read

Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models

francesco-de-santis

• Jan 1, 2025 • 1 min read

Simplifying software compliance: AI technologies in drafting technical documentation for the AI Act

Francesco Sovrano

• Jan 1, 2025 • 1 min read

Scalable Evaluation and Neural Models for Compositional Generalization

giacomo-camposampiero

• Jan 1, 2025 • 1 min read

Perfect counterfactuals in imperfect worlds: modelling noisy implementation of actions in sequential algorithmic recourse

yueqing-xuan

• Jan 1, 2025 • 1 min read

On the interplay of Explainability, Privacy and Predictive Performance with Explanation-assisted Model Extraction

fatima-ezzeddine

• Jan 1, 2025 • 1 min read

Neural Interpretable Reasoning

Pietro Barbiero

• Jan 1, 2025 • 1 min read

Navigating explanatory multiverse through counterfactual path geometry

Kacper Sokol

• Jan 1, 2025 • 1 min read

Multi-Frequency Federated Learning for Human Activity Recognition Using Head-Worn Sensors

Dario Fenoglio

• Jan 1, 2025 • 1 min read

Logic Explanation of AI Classifiers by Categorical Explaining Functors

stefano-fioravanti

• Jan 1, 2025 • 1 min read