Learning the Geometry of Data: A Mathematical Review of Shape Space Analysis
arXiv·low signal
A mathematical review surveying shape space analysis as a tool for identifying structure and patterns in data, in the context of advances in data acquisition. Primarily a reference/foundations piece for researchers working on geometric and shape-based representation learning rather than an immediately applicable method.