144 citations · 392 across the 15 of their papers we have counts for
3 papers · 1 filter
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions
Saleh Afroogh, Syed Ishtiaque Ahmed, Petra Ahrweiler +46
This study provides a cross-disciplinary examination of Explainable Artificial Intelligence (XAI) approaches-focusing on deep neural networks (DNNs) and large language models (LLMs…
Towards Integrated Alignment
Ben Y. Reis, William La Cava
As AI adoption expands across human society, the problem of aligning AI models to match human preferences remains a grand challenge. Currently, the AI alignment field is deeply div…
Interpretation of machine learning predictions for patient outcomes in electronic health records
William La Cava, Christopher Bauer, Jason H. Moore +1
Electronic health records are an increasingly important resource for understanding the interactions between patient health, environment, and clinical decisions. In this paper we re…