Introduction to Machine Learning Provider: videolectures.net Language: English

Large-Scale Clustering through Functional Embedding Provider: videolectures.net Language: English

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

Learning Representations: A Challenge for Learning Theory Provider: videolectures.net Language: English

Large-Scale Semi-Supervised Learning Provider: videolectures.net Language: English

What is cognitive science? Provider: videolectures.net Language: English

Dimensionality Reduction Provider: videolectures.net Language: English

On manifolds and autoencoders Provider: videolectures.net Language: English

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

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