ENS – INRIA – PSL, Paris, France; EPFL, Lausanne, Switzerland
Vivien Cabannes, Loucas Pillaud-Vivien, Francis Bach, Alessandro Rudi
semi-supervised learning;Laplacian;Laplacian regularization;weakly supervised learning;kernel methods;spectral filtering;partial labelling;diffusion;functional analysis;statistical learning;generalization bounds
Overcoming the curse of dimensionality with Laplacian regularization in semi-supervised learning