Marie Ouimet

Learning Eigenfunctions Links Spectral Embedding and Kernel PCA

Nicolas Le Roux, Pascal Vincent, Jean-François Paiement, 2004, Neural Computation.

Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral Clustering

Nicolas Le Roux, Pascal Vincent, Jean-François Paiement, 2003, NIPS.

Spectral Dimensionality Reduction

Nicolas Le Roux, Pascal Vincent, Jean-François Paiement, 2006, Feature Extraction.

Greedy Spectral Embedding

Yoshua Bengio, Marie Ouimet, Yoshua Bengio, 2005, AISTATS.