About Me
I am currently a postdoctoral researcher at the Institute of Electrical Engineering, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland. I am a member of the Signal Processing Laboratories LTS2, led by Prof. Pierre Vandergheynst, and LTS4, led by Prof. Pascal Frossard.
I received the B.A. degree in Economics and the M.S. degree in Engineering-Economic Systems and Operations Research from Stanford University in 2001, and the M.S. degree in Electrical Engineering: Systems, the M.S. degree in Applied Mathematics, and the Ph.D. degree in Electrical Engineering: Systems from the University of Michigan, Ann Arbor, in 2006, 2009, and 2010, respectively. My Ph.D. advisor was Prof. Mingyan Liu.
Research Interests
- Signal processing on graphs, including multiscale transforms, computational harmonic analysis, sparse approximation theory, and polynomial approximations for fast, distributed processing
- Stochastic control, including resource allocation and stochastic scheduling problems, energy-efficient design of wireless communication networks, inventory theory, and approximate dynamic programming
Contact Information
Mailing Address:
EPFL STI IEL LTS2
ELE 237
Station 11
CH-1015 Lausanne, Switzerland
Office: ELE 237
Email: david.shuman@epfl.ch
Last updated: November 5, 2013
