Prof. Volkan Cevher

EPFL

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About the author

Volkan Cevher received the B.Sc. (valedictorian) in electrical engineering from Bilkent University in Ankara, Turkey, in 1999 and the Ph.D. in electrical and computer engineering from the Georgia Institute of Technology in Atlanta, USA, in 2005. He was a Research Scientist with the University of Maryland, College Park from 2006 to 2007 and also with Rice University in Houston, TX, from 2008 to 2009. Currently, he is an Associate Professor at EPFL and a Faculty Fellow in the Electrical and Computer Engineering Department at Rice University. His research interests include signal processing theory, machine learning, convex optimization, and information theory. Volkan Cevher is an ELLIS fellow and was the recipient of the Google Faculty Research Award on Machine Learning in 2018, IEEE Signal Processing Society Best Paper Award in 2016, a Best Paper Award at CAMSAP in 2015, a Best Paper Award at SPARS in 2009, and an ERC CG in 2016 as well as an ERC StG in 2011.

Articles by this author

Machine learning models: robustness and generalisability

The project focused on developing machine learning theory and methodology for learning systems.
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Prof. Friedrich Eisenbrand Prof. Thomas Hofmann Prof. Lydia Y. Chen Prof. Willy Zwaenepoel Prof. Robert Soulé Prof. Rolf H. Weber Prof. Erkki Oja Beatrice Huber Prof. Sabine Gless Dr. med. Monique Lehky Hagen and Prof. Dr. Diego Kuonen Prof. Volkan Cevher Prof. Reto Knutti Prof. Philippe Cudré-Mauroux Dr Michele Loi Dr Markus Christen Dr Eleonora Viganò Dr. Christophe Schneble Prof. David Shaw Prof. Mira Burri Prof. Christian Hauser Prof. Sophie Mützel Prof. Ch. Alewell and Prof. V. Roth Prof. Kay W. Axhausen Prof. Jean-Louis Scartezzini Prof. Emanuela Keller Prof. Reinhard Riedl Prof. Sihem Amer-Yahia Isabel Ebert Prof. Susanne Bleisch Prof. Bernice Simone Elger Dr Marcello Ienca Prof. Andreas Krause Prof. Michael Böhlen / Prof. Abraham Bernstein Prof. Alessandro Lomi Prof. Marco Zaffalon Prof. Gunnar Rätsch / Dr Andre Kahles Prof. Walter Karlen Prof. Effy (Eftychia) Vayena Prof. Svyatoslav Voloshynovskiy / Prof. Samuel Krucker / Prof. Martin Melchior Prof. Michael Lechner Prof. N. Salamin, Prof. C. Dessimoz, Prof. M. Robinson-Rechavi, Prof. B. Chopard Prof. Martin Odersky Prof. Dmitriy Traytel / Prof. David Basin Prof. Antoinette Weibel ScanVan Team Prof. Kurt Stockinger Prof. Sabine Gless / Prof. Herbert Zech Dr John Berezowski Prof. Helmut Harbrecht Ana Claudia Sima Dr Dmitriy Traytel Aleksandar Stanić Dr Roberto Castello Alina Walch Dr Andre Kahles Prof. Mira Burri / Dr Rodrigo Polanco Prof. Alessio Benavoli