2 papers
cs.LG2026
Hybrid Federated and Split Learning for Privacy Preserving Clinical Prediction and Treatment Optimization
Farzana Akter, Rakib Hossain, Deb Kanna Roy Toushi +3
Collaborative clinical decision support is often constrained by governance and privacy rules that prevent pooling patient-level records across institutions. We present a hybrid pri…
cs.CY2026
Ethical and Explainable AI in Reusable MLOps Pipelines
Rakib Hossain, Mahmood Menon Khan, Lisan Al Amin +3
This paper introduces a unified machine learning operations (MLOps) framework that brings ethical artificial intelligence principles into practical use by enforcing fairness, expla…