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Oriol Vinyals
Visiting Scholar, RI
No longer a member of RI.

Past Projects
 
Component Analysis for Data Analysis
Component analysis (CA) is a set of techniques to decompose a signal (e.g. audio, video) into interesting components useful for classification, clustering, modeling or visualization. This project extends traditional CA techniques and unifies them, providing a cleaner theoretical framework for its analysis.
Learning Kernel Expansions for Image Classification
Learning non-linear representations of a signal in order to improve classification performance.