α-TCAV offers a smoother alternative to standard TCAV for concept-based explainability, reducing variability and recovering the original score as a limiting case. Useful for prompt engineers seeking more stable…

#AI #Explainability #TCAV #DeepLearning
https://arxiv.org/abs/2605.15688

AI Transparency: Understanding the Need for Trustworthy Technology

🤖 IA: It's not clickbait ✅
👥 Users: It's not clickbait ✅

#aitransparency #trustworthyai #explainability

👇👇👇

Register here: http://my.sociabble.com/xN8LqvchRvK2 #Explainability #AIGovernance #AgenticAI #HealthPayers #PriorAuthorization

XGBoost reached 0.777 AUC on ASSISTments 2012 under information-matched protocol. Study shows stable feature rankings can mask differences in what models actually use to predict. #knowledge-tracing #explainability

https://bymachine.news/knowledge-tracing-explanations-stability-faithfulness

We are at #ECMLPKDD '26 presenting our work on #HDC anomaly detectors, #explainability for autonomous vessels and weakly supervised object #localization. We also gave a tutorial on the evolution of #interpretability methods.

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#AI #ML #XAI #UAntwerp