Sotabase

Career

· Associate Professor, Georgia Institute of Technology2006–
· Schlumberger Professor and Associate Chair for Research, Georgia Institute of Technology2006–
· Ph.D. in Electrical and Computer Engineering, Rice University2004–
· Postdoctoral Scholar in Applied and Computational Mathematics, California Institute of Technology2003–2006
· Researcher, Xerox PARC2000–
· M.S. in Electrical and Computer Engineering, Rice University1999–
· B.S.E.E. in Electrical and Computer Engineering, Rice University1997–
· Director, ML PhD Program, Georgia Institute of Technology
· Senior Associate Director, ML @GT, Georgia Institute of Technology

Publications (202)

IEEE Journal on Selected Topics in Signal Processing · 2016
457
cited
SIAM Journal of Imaging Sciences · 2009
453
cited
IEEE Transactions on Information Theory · 2012
432
cited
IEEE Transactions on Signal Processing · 2013
159
cited
Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee
Neural Information Processing Systems · 2016
157
cited
IEEE Journal on Emerging and Selected Topics in Circuits and Systems · 2012
144
cited
Finite-Time Analysis of Distributed TD(0) with Linear Function Approximation on Multi-Agent Reinforcement Learning
International Conference on Machine Learning · 2019
139
cited
International Conference on Artificial Intelligence and Statistics · 2016
127
cited
Annual Conference on Information Sciences and Systems · 2011
110
cited
99
cited
IEEE Journal on Emerging and Selected Topics in Circuits and Systems · 2012
91
cited
IEEE Transactions on Neural Networks and Learning Systems · 2011
82
cited
Journal of the Acoustical Society of America · 2010
61
cited
Sotabase
Justin Romberg | Researcher Profile | Sotabase | Sotabase