Jingchao Gao

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All published works

Action	Title	Year	Authors
+ PDF Chat	Towards unlocking the mystery of adversarial fragility of neural networks	2024	Jingchao Gao Raghu C. Mudumbai Xiaodong Wu Jirong Yi Catherine Xu Hui Xie Weiyu Xu
+ PDF Chat	Outlier Detection Using Generative Models with Theoretical Performance Guarantees	2024	Jirong Yi Jingchao Gao Tianming Wang Xiaodong Wu Weiyu Xu
+	Optimal Compression for Minimizing Classification Error Probability: An Information-Theoretic Approach	2023	Jingchao Gao Ao Tang Weiyu Xu
+ PDF Chat	Separation-free super-resolution from compressed measurements is possible: an orthonormal atomic norm minimization approach	2023	Jirong Yi Soura Dasgupta Jian‐Feng Cai Mathews Jacob Jingchao Gao Myung Cho Weiyu Xu
+	Optimal Compression for Minimizing Classification Error Probability: an Information-Theoretic Approach	2022	Jingchao Gao Antony Tang Weiyu Xu

Common Coauthors

Coauthor	Papers Together
Weiyu Xu	5
Jirong Yi	3
Xiaodong Wu	2
Jian‐Feng Cai	1
Mathews Jacob	1
Raghu C. Mudumbai	1
Tianming Wang	1
Catherine Xu	1
Myung Cho	1
Soura Dasgupta	1
Ao Tang	1
Hui Xie	1
Antony Tang	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	New Null Space Results and Recovery Thresholds for Matrix Rank Minimization	2010	Samet Oymak Babak Hassibi	1
+	The information bottleneck method	2000	Naftali Tishby Fernando C. N. Pereira William Bialek	1
+	Null space conditions and thresholds for rank minimization	2010	Benjamin Recht Weiyu Xu Babak Hassibi	1
+ PDF Chat	Matrix Completion With Noise	2010	Emmanuel J. Candès Yaniv Plan	1
+ PDF Chat	On the nuclear norm heuristic for a Hankel matrix completion problem	2014	Liang Dai Kristiaan Pelckmans	1
+ PDF Chat	Empirical Processes, Typical Sequences, and Coordinated Actions in Standard Borel Spaces	2012	Maxim Raginsky	1
+	Hankel Matrix Rank Minimization with Applications to System Identification and Realization	2013	Maryam Fazel Ting Kei Pong Defeng Sun Paul Tseng	1
+ PDF Chat	Super-resolution, Extremal Functions and the Condition Number of Vandermonde Matrices	2015	Ankur Moitra	1
+ PDF Chat	Achievability results for statistical learning under communication constraints	2009	Maxim Raginsky	1
+ PDF Chat	A Singular Value Thresholding Algorithm for Matrix Completion	2010	Jian‐Feng Cai Emmanuel J. Candès Zuowei Shen	1
+	New Perturbation Bounds for Unitary Polar Factors	2003	Wen Li Weiwei Sun	1
+ PDF Chat	Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization	2010	Benjamin Recht Maryam Fazel Pablo A. Parrilo	1
+ PDF Chat	Structured low-rank approximation and its applications	2008	Ivan Markovsky	1
+ PDF Chat	The Power of Convex Relaxation: Near-Optimal Matrix Completion	2010	Emmanuel J. Candès Terence Tao	1
+ PDF Chat	Beyond Nyquist: Efficient Sampling of Sparse Bandlimited Signals	2010	Joel A. Tropp Jason N. Laska Marco F. Duarte Justin Romberg Richard G. Baraniuk	1
+ PDF Chat	Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information	2006	Emmanuel J. Candès Justin Romberg Terence Tao	1
+ PDF Chat	Compressed Sensing Off the Grid	2013	Gongguo Tang Badri Narayan Bhaskar Parikshit Shah Benjamin Recht	1
+ PDF Chat	Superresolution without separation	2017	Geoffrey Schiebinger Elina Robeva Benjamin Recht	1
+ PDF Chat	Fast and provable algorithms for spectrally sparse signal reconstruction via low-rank Hankel matrix completion	2017	Jian‐Feng Cai Tianming Wang Ke Wei	1
+	Robust recovery of complex exponential signals from random Gaussian projections via low rank Hankel matrix reconstruction	2016	Jian‐Feng Cai Xiaobo Qu Weiyu Xu Gui–Bo Ye	1
+	MUSIC for single-snapshot spectral estimation: Stability and super-resolution	2014	Wenjing Liao Albert Fannjiang	1
+ PDF Chat	An Introduction to Matrix Concentration Inequalities	2015	Joel A. Tropp	1
+ PDF Chat	Spectral Super-Resolution With Prior Knowledge	2015	Kumar Vijay Mishra Myung Cho Anton Kruger Weiyu Xu	1
+ PDF Chat	Deep learning and the information bottleneck principle	2015	Naftali Tishby Noga Zaslavsky	1
+ PDF Chat	Towards a Mathematical Theory of Super‐resolution	2013	Emmanuel J. Candès Carlos Fernandez‐Granda	1
+	Necessary and Sufficient Null Space Condition for Nuclear Norm Minimization in Low-Rank Matrix Recovery	2020	Jirong Yi Weiyu Xu	1
+ PDF Chat	Robust Spectral Compressed Sensing via Structured Matrix Completion	2014	Yuxin Chen Yuejie Chi	1
+	Data Sharing and Compression for Cooperative Networked Control	2021	Jiangnan Cheng Marco Pavone Sachin Katti Sandeep Chinchali Ao Tang	1
+	Compressed sensing	2006	David L. Donoho	1