2 papers
cs.LG2026
On Out-of-sample Embedding in UMAP
Mohammad Tariqul Islam, Jason W. Fleischer
Neighbor embedding algorithms reveal correlations in high-dimensional data by constructing an equivalent graph representation in a lower-dimensional space. An increasingly popular…
cs.LG2026
Manifold Learning for Personalized and Label-Free Detection of Cardiac Arrhythmias
Amir Reza Vazifeh, Jason W. Fleischer
Electrocardiograms (ECGs) provide non-invasive measurements of heart activity and are established tools for detecting cardiac arrhythmias. Although supervised machine learning has…