CSE Colloquium – Robust Machine Learning for Biomedical Data: Efficiency, Reliability, and Generalizability
Presenter Chenyu You, Stoney Brook University Abstract In the rapidly growing area of machine learning, there is profound promise in crafting intelligent, data-driven methods for diverse real-world applications. Yet, in safety-critical domains like healthcare, some fundamental challenges remain: (1) The insufficiency of raw biomedical data emphasizes the need for data-efficient and robust learning approaches. (2) […]