Inés Castilla Rieso

Position: Topological Machine Learning Cannot Progress without Experimental Standards

Topological Machine Learning provides strong discriminative power for classification tasks through the use of Topological Data Analysis, and more particularly, Persistent Homology. Although it has strong theoretical appeal, it remains underused by the broader Machine Learning community; criticism of…