Babak Rahmani

Biographie

I am a PhD student in Electrical Engineering department of EPFL where I am advised by Christophe Moser. I also work closely with Demetri Psaltis on Machine learning and its applications in inverse problems, information retrieval and control systems. Prior to joining EPFL, I graduated from Sharif University of Technology, Iran with a M.Sc. and Tehran University, Iran with a B.Sc. both in Electrical Engineering. My goal is to build robust and reliable machine learning algorithms for controlling real-world complex systems in various disciplines ranging from communication, imaging systems to neuroscience and robotics.Please visit my Google Scholar (link above) for an updated list of my publications.

Source officielle

https://people.epfl.ch/babak.rahmani?lang=fr

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Unités associées (1)

Domaines de recherche associés (5)

Publications associées (14)

Babak Rahmani

Learning of physical systems: from inference to control

Deep Learning-Based Image Classification through a Multimode Fiber in the Presence of Wavelength Drift

Actor neural networks for the robust control of partially measured nonlinear systems showcased for image propagation through diffuse media

Learning of physical systems: from inference to control

Actor neural networks for the robust control of partially measured nonlinear systems showcased for image propagation through diffuse media

Deep Learning-Based Image Classification through a Multimode Fiber in the Presence of Wavelength Drift