2 papers
math.OC2025
Efficient Online Large-Margin Classification via Dual Certificates
Nam Ho-Nguyen, Fatma Kılınç-Karzan, Ellie Nguyen +1
Online classification is a central problem in optimization, statistical learning and data science. Classical algorithms such as the perceptron offer efficient updates and finite mi…
cs.CL2025
Extracting Patient History from Clinical Text: A Comparative Study of Clinical Large Language Models
Hieu Nghiem, Tuan-Dung Le, Suhao Chen +7
Extracting medical history entities (MHEs) related to a patient's chief complaint (CC), history of present illness (HPI), and past, family, and social history (PFSH) helps structur…