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Publication
260views
11 years 2 months ago
Local Supervised Learning through Space Partitioning
We develop a novel approach for supervised learning based on adaptively partitioning the feature space into different regions and learning local region-specific classifiers. We for...
Joseph Wang, Venkatesh Saligrama

Publication
287views
11 years 2 months ago
Discriminative Learning of Sum-Product Networks
Sum-product networks are a new deep architecture that can perform fast, exact inference on high-treewidth models. Only generative methods for training SPNs have been proposed to ...
Robert Gens and Pedro Domingos