Overcoming the curse of dimensionality with Laplacian regularization in semi-supervised learning

Vivien Cabannes, Loucas Pillaud-Vivien, Francis Bach +1

As annotations of data can be scarce in large-scale practical problems, leveraging unlabelled examples is one of the most important aspects of machine learning. This is the aim of…