Gongguo Tang

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Arye NehoraiWashington University in St. LouisVerified email at ese.wustl.edu
Michael B. WakinProfessor, Electrical Engineering, Colorado School of MinesVerified email at mines.edu
Benjamin RechtProfessor of EECS, University of California, BerkeleyVerified email at eecs.berkeley.edu
Zhihui ZhuAssistant Professor, Ohio State UniversityVerified email at osu.edu
Badri Narayan BhaskarUberVerified email at uber.com
Parikshit ShahMIT, University of Wisconsin-Madison, FacebookVerified email at discovery.wisc.edu
Dehui YangColorado School of Mines, Root Inc, Uber Technologies Inc, XJTLUVerified email at mines.edu
Satyabrata SenStaff System Engineer at Northrop Grumman Mission SystemsVerified email at ngc.com
Mahdi SoltanolkotabiUniversity of Southern CaliforniaVerified email at usc.edu
Lei TianBoston University, UC Berkeley, MITVerified email at bu.edu
Robert D NowakKeith and Jane Morgan Nosbusch Professor in ECE, Grace Wahba Professor of Data ScienceVerified email at wisc.edu
Nikhil RaoMicrosoftVerified email at microsoft.com
Lixin ShenProfessor of Mathematics, Syracuse UniversityVerified email at syr.edu
Ashley Prater-BennetteAir Force Research LaboratoryVerified email at us.af.mil
Matthew L. MalloyAmazonVerified email at wisc.edu
Carlos Fernandez-GrandaCourant Institute and Center for Data Science, New York UniversityVerified email at cims.nyu.edu
Petre (Peter) StoicaProfessor of Systems Modeling, Uppsala University, SwedenVerified email at it.uu.se
Zai Yang (杨在)Xi'an Jiaotong UniversityVerified email at xjtu.edu.cn
Dave ZachariahAssociate Professor, Uppsala UniversityVerified email at it.uu.se
Sandeep GogineniSenior Research Scientist, Information Systems Laboratories Inc.Verified email at islinc.com

Gongguo Tang

Associate Professor, University of Colorado Boulder

Verified email at Colorado.edu

Machine Learning Optimization Signal Processing Data Science Computational Imaging


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Compressed sensing off the grid G Tang, BN Bhaskar, P Shah, B Recht IEEE transactions on information theory 59 (11), 7465-7490, 2013	1287	2013
Atomic norm denoising with applications to line spectral estimation BN Bhaskar, G Tang, B Recht IEEE Transactions on Signal Processing 61 (23), 5987-5999, 2013	668	2013
A game-theoretic approach for optimal time-of-use electricity pricing P Yang, G Tang, A Nehorai IEEE Transactions on Power Systems 28 (2), 884-892, 2012	547	2012
Experimental robustness of Fourier ptychography phase retrieval algorithms LH Yeh, J Dong, J Zhong, L Tian, M Chen, G Tang, M Soltanolkotabi, ... Optics express 23 (26), 33214-33240, 2015	363	2015
Near minimax line spectral estimation G Tang, BN Bhaskar, B Recht IEEE Transactions on Information Theory 61 (1), 499-512, 2014	225	2014
Global optimality in low-rank matrix optimization Z Zhu, Q Li, G Tang, MB Wakin IEEE Transactions on Signal Processing 66 (13), 3614-3628, 2018	172	2018
Linear system identification via atomic norm regularization P Shah, BN Bhaskar, G Tang, B Recht 2012 IEEE 51st IEEE conference on decision and control (CDC), 6265-6270, 2012	129	2012
Performance analysis for sparse support recovery G Tang, A Nehorai IEEE transactions on information theory 56 (3), 1383-1399, 2010	129	2010
Multiobjective optimization of OFDM radar waveform for target detection S Sen, G Tang, A Nehorai IEEE Transactions on Signal Processing 59 (2), 639-652, 2010	119	2010
The non-convex geometry of low-rank matrix optimization Q Li, Z Zhu, G Tang Information and Inference: A Journal of the IMA 8 (1), 51-96, 2018	114	2018
Sparse recovery over continuous dictionaries-just discretize G Tang, BN Bhaskar, B Recht 2013 Asilomar Conference on Signals, Systems and Computers, 1043-1047, 2013	100	2013
Robust principal component analysis based on low-rank and block-sparse matrix decomposition G Tang, A Nehorai 2011 45th Annual Conference on Information Sciences and Systems, 1-5, 2011	89	2011
Vandermonde factorization of Hankel matrix for complex exponential signal recovery—Application in fast NMR spectroscopy J Ying, JF Cai, D Guo, G Tang, Z Chen, X Qu IEEE Transactions on Signal Processing 66 (21), 5520-5533, 2018	85	2018
Super-resolution of complex exponentials from modulations with unknown waveforms D Yang, G Tang, MB Wakin IEEE Transactions on Information Theory 62 (10), 5809-5830, 2016	84	2016
Convergence of a class of multi-agent systems in probabilistic framework G Tang, L Guo Journal of Systems Science and Complexity 20 (2), 173-197, 2007	78	2007
Atomic norm minimization for modal analysis from random and compressed samples S Li, D Yang, G Tang, MB Wakin IEEE Transactions on Signal Processing 66 (7), 1817-1831, 2018	69	2018
Alternating minimizations converge to second-order optimal solutions Q Li, Z Zhu, G Tang International Conference on Machine Learning, 3935-3943, 2019	63	2019
Performance analysis of sparse recovery based on constrained minimal singular values G Tang, A Nehorai IEEE Transactions on Signal Processing 59 (12), 5734-5745, 2011	59	2011
Performance analysis of sparse recovery based on constrained minimal singular values G Tang, A Nehorai IEEE Transactions on Signal Processing 59 (12), 5734-5745, 2011	59	2011
The global optimization geometry of low-rank matrix optimization Z Zhu, Q Li, G Tang, MB Wakin IEEE Transactions on Information Theory 67 (2), 1308-1331, 2021	57	2021

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