Carnegie Mellon University
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Alvaro Collet Romea
PhD Student, RI
Alumnus 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.