Marco Rauscher

Marco Rauscher is a Researcher affiliated with the Department of Mathematics at the Technical University of Munich (TUM). He is part of the School of Computation, Information and Technology. His primary research focuses on the mathematical concept of 'signature,' a tool for encoding multidimensional processes or time series through iterated integrals. This work explores how signatures can capture essential characteristics of processes, particularly for feature extraction in machine learning models. He investigates the behavior of signatures under different sampling techniques and path approximations.

He is based at TUM’s Garching campus, located at Boltzmannstraße 3, and can be reached via email at marco.rauscher@tum.de. His office is room 02.08.037, and his direct phone number is +49 (89) 289 18322.