My name is Mathieu Guillame-Bert, and I am working at CMU (Carnegie Mellon University) since 2013 as a Postdoctoral Fellow for the Auton-Lab (Robotic Institute). I defended my PhD in France in 2012 at the INRIA Research Lab in the PRIMA team under the supervision of James L. Crowley. I graduate from the Master of Advance Computing of the Imperial College of London, and from the “French Grande Ecole” ENSIMAG (Ecole Nationale Supérieure d'Informatique et de Mathématiques Appliquées) in 2009.
I am studying the automated generation (or extraction) of temporal patterns from large datasets, as well as the use of those models for automated reasoning. Those models can be used to understand complex systems as well as being the core of powerful forecasting tools. These techniques have a large range of application (activity recognition, anomaly detection, temporal descriptors, automatic Foreign exchange market trading, robotics, etc.).