2 papers
cs.CR2026
A Privacy-Preserving Framework Using Remote Data Science for Inter-Institutional Student Retention Prediction
John Fields, K M Sajjadul Islam, Ruchitha Thota +2
This study explores privacy-preserving machine learning (PPML) techniques using the PySyft platform to enable collaborative prediction of student retention between institutions. We…
cs.CL2025
multiMentalRoBERTa: A Fine-tuned Multiclass Classifier for Mental Health Disorder
K M Sajjadul Islam, John Fields, Praveen Madiraju
The early detection of mental health disorders from social media text is critical for enabling timely support, risk assessment, and referral to appropriate resources. This work int…