Complex hierarchical structures analysis in single-cell data with Poincaré deep manifold transformation

Y Xu, Z Zang, B Hu, Y Yuan, C Tan… - Briefings in …, 2025 - academic.oup.com
Single-cell RNA sequencing (scRNA-seq) offers remarkable insights into cellular
development and differentiation by capturing the gene expression profiles of individual cells …

Geometric Machine Learning

M Weber - 2025 - Wiley Online Library
A cornerstone of machine learning is the identification and exploitation of structure in high‐
dimensional data. While classical approaches assume that data lies in a high‐dimensional …