Gongguo Tang - RankMe

106 papers A* 5A 2B 2C 3Misc 16Journal 55Unranked 21

Year	Rank	Type	Title / Venue / Authors
2022	A*	`conf`	Error Analysis of Tensor-Train Cross Approximation. NeurIPS Zhen Qin, Alexander Lidiak, Zhexuan Gong, Gongguo Tang, Michael B. Wakin, Zhihui Zhu
2022	J	`jnl`	Error Analysis of Tensor-Train Cross Approximation. CoRR Zhen Qin, Alexander Lidiak, Zhexuan Gong, Gongguo Tang, Michael B. Wakin, Zhihui Zhu
2022	J	`jnl`	Landscape Correspondence of Empirical and Population Risks in the Eigendecomposition Problem. IEEE Trans. Signal Process. Shuang Li, Gongguo Tang, Michael B. Wakin
2022	C	`conf`	Spectral Super-Resolution for Hyperspectral Image Reconstruction Using Dictionary and Machine Learning. IGARSS Swastik Bhattacharya, Kedar Remane, Bruce C. Kindel, Gongguo Tang
2021	—	`conf`	Contaminated Multiband Signal Identification Via Deep Learning. SSP Youye Xie, Michael B. Wakin, Gongguo Tang
2021	—	`conf`	Data-driven Parameter Estimation Of Contaminated Damped Exponentials. ACSCC Youye Xie, Michael B. Wakin, Gongguo Tang
2021	C	`conf`	Data-driven Support Recovery for Sparse Signals with Non-stationary Modulation. ICMLA Youye Xie, Michael B. Wakin, Gongguo Tang
2021	J	`jnl`	Landscape Correspondence of Empirical and Population Risks in the Eigendecomposition Problem. CoRR Shuang Li, Gongguo Tang, Michael B. Wakin
2021	J	`jnl`	The Global Optimization Geometry of Low-Rank Matrix Optimization. IEEE Trans. Inf. Theory Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin
2020	J	`jnl`	Atomic Norm Denoising for Complex Exponentials With Unknown Waveform Modulations. IEEE Trans. Inf. Theory Shuang Li, Michael B. Wakin, Gongguo Tang
2020	B	`conf`	Learning To Find Good Correspondences Of Multiple Objects. ICPR Youye Xie, Yingheng Tang, Gongguo Tang, William A. Hoff
2020	J	`jnl`	Support Recovery for Sparse Signals With Unknown Non-Stationary Modulation. IEEE Trans. Signal Process. Youye Xie, Michael B. Wakin, Gongguo Tang
2020	J	`jnl`	The Global Geometry of Centralized and Distributed Low-rank Matrix Recovery Without Regularization. IEEE Signal Process. Lett. Shuang Li, Qiuwei Li, Zhihui Zhu, Gongguo Tang, Michael B. Wakin
2019	J	`jnl`	A Convex Relaxation for Model Predictive Control of a Class of Hammerstein Systems. IEEE Control. Syst. Lett. Tyrone L. Vincent, Gongguo Tang, Peter Weddle
2019	—	`conf`	A Super-Resolution Algorithm for Extended Target Localization. CAMSAP Jonathan Helland, Michael B. Wakin, Gongguo Tang
2019	A*	`conf`	Alternating Minimizations Converge to Second-Order Optimal Solutions. ICML Qiuwei Li, Zhihui Zhu, Gongguo Tang
2019	J	`jnl`	Atomic Norm Denoising for Complex Exponentials with Unknown Waveform Modulations. CoRR Shuang Li, Michael B. Wakin, Gongguo Tang
2019	A*	`conf`	Distributed Low-rank Matrix Factorization With Exact Consensus. NeurIPS Zhihui Zhu, Qiuwei Li, Xinshuo Yang, Gongguo Tang, Michael B. Wakin
2019	B	`conf`	Fast Approximation of Non-Negative Sparse Recovery via Deep Learning. ICIP Youye Xie, Zifan Wang, Weiping Pei, Gongguo Tang
2019	J	`jnl`	Provable Bregman-divergence based Methods for Nonconvex and Non-Lipschitz Problems. CoRR Qiuwei Li, Zhihui Zhu, Gongguo Tang, Michael B. Wakin
2019	Misc	`conf`	Simultaneous Blind Deconvolution and Phase Retrieval with Tensor Iterative Hard Thresholding. ICASSP Shuang Li, Gongguo Tang, Michael B. Wakin
2019	J	`jnl`	Simultaneous Sparse Recovery and Blind Demodulation. CoRR Youye Xie, Michael B. Wakin, Gongguo Tang
2019	J	`jnl`	Simultaneous Sparse Recovery and Blind Demodulation. IEEE Trans. Signal Process. Youye Xie, Michael B. Wakin, Gongguo Tang
2019	Misc	`conf`	Sparse Recovery and Non-stationary Blind Demodulation. ICASSP Youye Xie, Michael B. Wakin, Gongguo Tang
2019	A	`conf`	Spherical Principal Component Analysis. SDM Kai Liu, Qiuwei Li, Hua Wang, Gongguo Tang
2019	J	`jnl`	Spherical Principal Component Analysis. CoRR Kai Liu, Qiuwei Li, Hua Wang, Gongguo Tang
2019	Misc	`conf`	Support Recovery for Sparse Recovery and Non-stationary Blind Demodulation. ACSSC Youye Xie, Michael B. Wakin, Gongguo Tang
2019	J	`jnl`	Support Recovery for Sparse Signals with Non-stationary Modulation. CoRR Youye Xie, Michael B. Wakin, Gongguo Tang
2019	—	`conf`	The Geometric Effects of Distributing Constrained Nonconvex Optimization Problems. CAMSAP Qiuwei Li, Xinshuo Yang, Zhihui Zhu, Gongguo Tang, Michael B. Wakin
2019	Misc	`conf`	The Geometry of Equality-constrained Global Consensus Problems. ICASSP Qiuwei Li, Zhihui Zhu, Gongguo Tang, Michael B. Wakin
2019	A*	`conf`	The Landscape of Non-convex Empirical Risk with Degenerate Population Risk. NeurIPS Shuang Li, Gongguo Tang, Michael B. Wakin
2019	J	`jnl`	The Landscape of Non-convex Empirical Risk with Degenerate Population Risk. CoRR Shuang Li, Gongguo Tang, Michael B. Wakin
2019	Misc	`conf`	The Local Geometry of Orthogonal Dictionary Learning using L1 Minimization. ACSSC Qiuwei Li, Zhihui Zhu, Michael B. Wakin, Gongguo Tang
2018	J	`jnl`	Atomic Norm Minimization for Modal Analysis From Random and Compressed Samples. IEEE Trans. Signal Process. Shuang Li, Dehui Yang, Gongguo Tang, Michael B. Wakin
2018	A	`conf`	Chess Piece Recognition Using Oriented Chamfer Matching with a Comparison to CNN. WACV Youye Xie, Gongguo Tang, William A. Hoff
2018	J	`jnl`	Global Optimality in Distributed Low-rank Matrix Factorization. CoRR Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin
2018	J	`jnl`	Global Optimality in Low-Rank Matrix Optimization. IEEE Trans. Signal Process. Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin
2018	—	`conf`	Spammer Detection via Combined Neural Network. MLDM (1) Weiping Pei, Youye Xie, Gongguo Tang
2018	J	`jnl`	Stable Super-Resolution of Images. CoRR Armin Eftekhari, Tamir Bendory, Gongguo Tang
2018	J	`jnl`	Vandermonde Factorization of Hankel Matrix for Complex Exponential Signal Recovery - Application in Fast NMR Spectroscopy. IEEE Trans. Signal Process. Jiaxi Ying, Jian-Feng Cai, Di Guo, Gongguo Tang, Zhong Chen, Xiaobo Qu
2017	Misc	`conf`	A super-resolution algorithm for multiband signal identification. ACSSC Zhihui Zhu, Dehui Yang, Michael B. Wakin, Gongguo Tang
2017	J	`jnl`	Atomic Norm Minimization for Modal Analysis from Random and Compressed Samples. CoRR Shuang Li, Dehui Yang, Gongguo Tang, Michael B. Wakin
2017	Misc	`conf`	Convex and nonconvex geometries of symmetric tensor factorization. ACSSC Qiuwei Li, Gongguo Tang
2017	J	`jnl`	Geometry of Factored Nuclear Norm Regularization. CoRR Qiuwei Li, Zhihui Zhu, Gongguo Tang
2017	C	`conf`	Geometry-based populated chessboard recognition. ICMV Youye Xie, Gongguo Tang, William A. Hoff
2017	J	`jnl`	Global Optimality in Low-rank Matrix Optimization. CoRR Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin
2017	—	`conf`	Global optimality in low-rank matrix optimization. GlobalSIP Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin
2017	—	`conf`	Radar signal demixing via convex optimization. DSP Youye Xie, Shuang Li, Gongguo Tang, Michael B. Wakin
2017	J	`jnl`	The Global Optimization Geometry of Nonsymmetric Matrix Factorization and Sensing. CoRR Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin
2017	—	`conf`	The nonconvex geometry of low-rank matrix optimizations with general objective functions. GlobalSIP Qiuwei Li, Gongguo Tang
2016	J	`jnl`	Approximate Support Recovery of Atomic Line Spectral Estimation: A Tale of Resolution and Precision. CoRR Qiuwei Li, Gongguo Tang
2016	—	`conf`	Approximate support recovery of atomic line spectral estimation: A tale of resolution and precision. GlobalSIP Qiuwei Li, Gongguo Tang
2016	J	`jnl`	Demixing Sines and Spikes: Robust Spectral Super-resolution in the Presence of Outliers. CoRR Carlos Fernandez-Granda, Gongguo Tang, Xiaodong Wang, Le Zheng
2016	Misc	`conf`	Non-stationary blind super-resolution. ICASSP Dehui Yang, Gongguo Tang, Michael B. Wakin
2016	J	`jnl`	Overcomplete Tensor Decomposition via Convex Optimization. CoRR Qiuwei Li, Ashley Prater, Lixin Shen, Gongguo Tang
2016	J	`jnl`	Semidefinite Programming for Computable Performance Bounds on Block-Sparsity Recovery. IEEE Trans. Signal Process. Gongguo Tang, Arye Nehorai
2016	J	`jnl`	Super-Resolution of Complex Exponentials From Modulations With Unknown Waveforms. IEEE Trans. Inf. Theory Dehui Yang, Gongguo Tang, Michael B. Wakin
2016	J	`jnl`	Super-Resolution of Complex Exponentials from Modulations with Unknown Waveforms. CoRR Dehui Yang, Gongguo Tang, Michael B. Wakin
2016	—	`conf`	Super-resolution in SAR imaging: Analysis with the atomic norm. SAM Zhihui Zhu, Gongguo Tang, Pawan Setlur, Sandeep Gogineni, Michael B. Wakin, Muralidhar Rangaswamy
2016	J	`jnl`	The Nonconvex Geometry of Low-Rank Matrix Optimizations with General Objective Functions. CoRR Qiuwei Li, Gongguo Tang
2015	—	`ch.`	Bounds on Estimation. Encyclopedia of Systems and Control Arye Nehorai, Gongguo Tang
2015	J	`jnl`	Computable Performance Bounds on Sparse Recovery. IEEE Trans. Signal Process. Gongguo Tang, Arye Nehorai
2015	J	`jnl`	Experimental robustness of Fourier Ptychography phase retrieval algorithms. CoRR Li-Hao Yeh, Jonathan Dong, Jingshan Zhong, Lei Tian, Michael Chen, Gongguo Tang, Mahdi Soltanolkotabi, Laura Waller
2015	A*	`conf`	Guaranteed Tensor Decomposition: A Moment Approach. ICML Gongguo Tang, Parikshit Shah
2015	J	`jnl`	Near Minimax Line Spectral Estimation. IEEE Trans. Inf. Theory Gongguo Tang, Badri Narayan Bhaskar, Benjamin Recht
2015	J	`jnl`	Optimal Low-Rank Tensor Recovery from Separable Measurements: Four Contractions Suffice. CoRR Parikshit Shah, Nikhil Rao, Gongguo Tang
2015	—	`conf`	Overcomplete tensor decomposition via convex optimization. CAMSAP Qiuwei Li, Ashley Prater, Lixin Shen, Gongguo Tang
2015	—	`conf`	Sparse and Low-Rank Tensor Decomposition. NIPS Parikshit Shah, Nikhil Rao, Gongguo Tang
2014	—	`conf`	Gridless compressive-sensing methods for frequency estimation: Points of tangency and links to basics. EUSIPCO Petre Stoica, Gongguo Tang, Zai Yang, Dave Zachariah
2014	Misc	`conf`	Robust line spectral estimation. ACSSC Gongguo Tang, Parikshit Shah, Badri Narayan Bhaskar, Benjamin Recht
2013	J	`jnl`	Atomic Norm Denoising With Applications to Line Spectral Estimation. IEEE Trans. Signal Process. Badri Narayan Bhaskar, Gongguo Tang, Benjamin Recht
2013	J	`jnl`	Compressed Sensing Off the Grid. IEEE Trans. Inf. Theory Gongguo Tang, Badri Narayan Bhaskar, Parikshit Shah, Benjamin Recht
2013	—	`ch.`	Designing OFDM Radar Waveform for Target Detection Using Multi-objective Optimization. Advances in Heuristic Signal Processing and Applications Satyabrata Sen, Gongguo Tang, Arye Nehorai
2013	J	`jnl`	Near Minimax Line Spectral Estimation CoRR Gongguo Tang, Badri Narayan Bhaskar, Benjamin Recht
2013	Misc	`conf`	Near minimax line spectral estimation. CISS Gongguo Tang, Badri Narayan Bhaskar, Benjamin Recht
2013	Misc	`conf`	Sparse recovery over continuous dictionaries-just discretize. ACSSC Gongguo Tang, Badri Narayan Bhaskar, Benjamin Recht
2013	J	`jnl`	The Sample Complexity of Search Over Multiple Populations. IEEE Trans. Inf. Theory Matthew Malloy, Gongguo Tang, Robert D. Nowak
2012	J	`jnl`	Atomic norm denoising with applications to line spectral estimation CoRR Badri Narayan Bhaskar, Gongguo Tang, Benjamin Recht
2012	J	`jnl`	Compressed Sensing off the Grid CoRR Gongguo Tang, Badri Narayan Bhaskar, Parikshit Shah, Benjamin Recht
2012	—	`conf`	Compressive sensing off the grid. Allerton Conference Gongguo Tang, Badri Narayan Bhaskar, Parikshit Shah, Benjamin Recht
2012	J	`jnl`	Linear System Identification via Atomic Norm Regularization CoRR Parikshit Shah, Badri Narayan Bhaskar, Gongguo Tang, Benjamin Recht
2012	—	`conf`	Linear system identification via atomic norm regularization. CDC Parikshit Shah, Badri Narayan Bhaskar, Gongguo Tang, Benjamin Recht
2012	Misc	`conf`	Optimal time-of-use electricity pricing using game theory. ICASSP Peng Yang, Gongguo Tang, Arye Nehorai
2012	Misc	`conf`	Quickest search for a rare distribution. CISS Matthew Malloy, Gongguo Tang, Robert D. Nowak
2012	J	`jnl`	The Sample Complexity of Search over Multiple Populations CoRR Matthew Malloy, Gongguo Tang, Robert D. Nowak
2012	J	`jnl`	The Stability of Low-Rank Matrix Reconstruction: A Constrained Singular Value View. IEEE Trans. Inf. Theory Gongguo Tang, Arye Nehorai
2011	—	`conf`	Computable performance analysis of block-sparsity recovery. CAMSAP Gongguo Tang, Arye Nehorai
2011	J	`jnl`	Constrained Cramér-Rao Bound on Robust Principal Component Analysis. IEEE Trans. Signal Process. Gongguo Tang, Arye Nehorai
2011	J	`jnl`	Fixed point theory and semidefinite programming for computable performance analysis of block-sparsity recovery CoRR Gongguo Tang, Arye Nehorai
2011	J	`jnl`	Lower Bounds on the Mean-Squared Error of Low-Rank Matrix Reconstruction. IEEE Trans. Signal Process. Gongguo Tang, Arye Nehorai
2011	J	`jnl`	Multiobjective Optimization of OFDM Radar Waveform for Target Detection. IEEE Trans. Signal Process. Satyabrata Sen, Gongguo Tang, Arye Nehorai
2011	J	`jnl`	Performance Analysis of Sparse Recovery Based on Constrained Minimal Singular Values. IEEE Trans. Signal Process. Gongguo Tang, Arye Nehorai
2011	Misc	`conf`	Robust principal component analysis based on low-rank and block-sparse matrix decomposition. CISS Gongguo Tang, Arye Nehorai
2011	—	`conf`	Sparsity-enforced regression based on over-complete dictionary. CAMSAP Peng Yang, Gongguo Tang, Arye Nehorai
2011	J	`jnl`	Verifiable and Computable l CoRR Gongguo Tang, Arye Nehorai
2011	Misc	`conf`	Verifiable and computable ℓ∞ performance evaluation of ℓ1 sparse signal recovery. CISS Gongguo Tang, Arye Nehorai
2010	—	`conf`	Electromagnetic imaging using compressive sensing. Allerton Marija M. Nikolic, Gongguo Tang, Antonije R. Djordjevic, Arye Nehorai
2010	J	`jnl`	Performance analysis for sparse support recovery. IEEE Trans. Inf. Theory Gongguo Tang, Arye Nehorai
2010	Misc	`conf`	Support recovery for source localization based on overcomplete signal representation. ICASSP Gongguo Tang, Arye Nehorai
2010	J	`jnl`	The Stability of Low-Rank Matrix Reconstruction: a Constrained Singular Value View CoRR Gongguo Tang, Arye Nehorai
2010	—	`conf`	The stability of low-rank matrix reconstruction: A constrained singular value perspective. Allerton Gongguo Tang, Arye Nehorai
2010	J	`jnl`	The ℓ CoRR Gongguo Tang, Arye Nehorai
2009	J	`jnl`	Performance analysis for sparse support recovery CoRR Gongguo Tang, Arye Nehorai
2009	—	`conf`	Performance analysis of support recovery with joint sparsity constraints. Allerton Gongguo Tang, Arye Nehorai
2007	J	`jnl`	Convergence of a Class of Multi-Agent Systems In Probabilistic Framework. J. Syst. Sci. Complex. Gongguo Tang, Lei Guo
2007	—	`conf`	Convergence of a class of multi-agent systems in probabilistic framework. CDC Gongguo Tang, Lei Guo