Spectral Dimensionality Reduction via Maximum Entropy, incl. discussion by Laurens van der Maaten Provider: videolectures.net Language: English

Diffusion Maps, Spectral Clustering and Reaction Coordinates of Dynamical Systems Provider: videolectures.net Language: English

Kernel Methods Provider: videolectures.net Language: English

Kernel Methods Provider: videolectures.net Language: English

Machine Learning in Computational Biology (the frequentist approach) Provider: videolectures.net Language: English

Laplace operators and regularization Fast algorithms for translation invariant and dot product kernels Provider: videolectures.net Language: English

Topics in Theoretical Computer Science: An Algorithmist's Toolkit Provider: mit opencourseware Language: English

Nonlinear functional regression: A functional RKHS approach Provider: videolectures.net Language: English

Kernel Representations and Kernel Density Estimation Provider: videolectures.net Language: English

Manifold Boost: Stagewise Function Approximation for Fully-, Semi- and Un-supervised Learning Provider: videolectures.net Language: English