2 papers
stat.ME2026
Self-Supervised Representation Learning for Longitudinal Polypharmacy Patterns
Yunshan Duan, Eero Korpela, Yanxun Xu
Polypharmacy, commonly defined as the concurrent use of multiple medications, is increasingly prevalent in aging populations and is associated with adverse health outcomes. Motivat…
cs.LG2025
Self-Supervised Learning with Gaussian Processes
Yunshan Duan, Sinead Williamson
Self supervised learning (SSL) is a machine learning paradigm where models learn to understand the underlying structure of data without explicit supervision from labeled samples. T…