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…
q-fin.RM2025
Bayesian Modeling for Uncertainty Management in Financial Risk Forecasting and Compliance
Sharif Al Mamun, Rakib Hossain, Md. Jobayer Rahman +3
A Bayesian analytics framework that precisely quantifies uncertainty offers a significant advance for financial risk management. We develop an integrated approach that consistently…