Topologically Regularized Data Embeddings

Robin Vandaele, Bo Kang, Jefrey Lijffijt +2

Unsupervised feature learning often finds low-dimensional embeddings that capture the structure of complex data. For tasks for which prior expert topological knowledge is available…