https://abhiraj.pages.dev/tags/machine-learning/Recent content in Machine Learning on Abhiraj BibharHugoenMon, 01 Jun 2026 00:00:00 +0000https://abhiraj.pages.dev/publications/attention-guided-federated-learning-clinical-nlp/Mon, 01 Jun 2026 00:00:00 +0000https://abhiraj.pages.dev/publications/attention-guided-federated-learning-clinical-nlp/<h2 id="abstract">Abstract</h2> <p>Training clinical natural language processing models typically requires centralizing patient records, which is often legally or ethically infeasible across institutions. We introduce an attention-guided federated learning protocol that allows clinical language models to be trained collaboratively across multiple hospital systems without any patient data leaving its host institution.</p>