Article-Journal

How robust is your fair model? Exploring the robustness of prominent fairness strategies

edward-a.-small

• Jun 11, 2025 • 1 min read

Artificial intelligence should genuinely support clinical reasoning and decision making to bridge the translational gap

Kacper Sokol

• Jun 10, 2025 • 1 min read

Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models

francesco-de-santis

• Jun 1, 2025 • 1 min read

Interpretable Hierarchical Concept Reasoning through Attention-Guided Graph Learning

david-debot

• Jun 1, 2025 • 1 min read

Artificial Intelligence Should Genuinely Support Clinical Reasoning and Decision Making To Bridge the Translational Gap

Kacper Sokol

• Jun 1, 2025 • 1 min read

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

fatima-ezzeddine

• May 1, 2025 • 1 min read

Can Global XAI Methods Reveal Injected Bias in LLMs? SHAP vs Rule Extraction vs RuleSHAP

Francesco Sovrano

• May 1, 2025 • 1 min read

Beyond the lab: An in-depth analysis of real-world practices in government-to-citizen software user documentation

Francesco Sovrano

• May 1, 2025 • 1 min read

Navigating explanatory multiverse through counterfactual path geometry

Kacper Sokol

• Apr 28, 2025 • 1 min read

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

Francesco Sovrano

• Apr 2, 2025 • 1 min read