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List of works by Olivier Delalleau

Convex Neural Networks ⬇️

scientific article published in January 2006

Efficient Non-Parametric Function Induction in Semi-Supervised Learning

scientific article (publication date: 2005)

Justifying and generalizing contrastive divergence

scientific article published in June 2009

Learning eigenfunctions links spectral embedding and kernel PCA.

scientific article published in October 2004

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

scientific article published in January 2004

Shallow vs. Deep Sum-Product Networks ⬇️

scientific article published in January 2011

The Curse of Highly Variable Functions for Local Kernel Machines ⬇️

scientific article published in January 2006

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