John Wright

ORCID

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 48

Top Venues

CoRR

IEEE Trans. Inf. Theory

IEEE J. Solid State Circuits

ICML

Publications

Jingkai Yan, Shiyu Wang, Xinyu Rain Wei, Jimmy Wang, Zsuzsanna Márka, Szabolcs Márka, John Wright
TpopT: Efficient Trainable Template Optimization on Low-Dimensional Manifolds. CoRR (2023)
Kwan Ho Ryan Chan, Yaodong Yu, Chong You, Haozhi Qi, John Wright, Yi Ma
ReduNet: A White-box Deep Network from the Principle of Maximizing Rate Reduction. J. Mach. Learn. Res. 23 (2022)
Jingkai Yan, Robert E. Colgan, John Wright, Zsuzsa Márka, Imre Bartos, Szabolcs Márka
Boosting the Efficiency of Parametric Detection with Hierarchical Neural Networks. CoRR (2022)
Sam Buchanan, Jingkai Yan, Ellie Haber, John Wright
Resource-Efficient Invariant Networks: Exponential Gains by Unrolled Optimization. CoRR (2022)
Tingran Wang, Sam Buchanan, Dar Gilboa, John Wright
Deep Networks Provably Classify Data on Curves. CoRR (2021)
Tingran Wang, Sam Buchanan, Dar Gilboa, John Wright
Deep Networks Provably Classify Data on Curves. NeurIPS (2021)
Yuqian Zhang, Yenson Lau, Han-Wen Kuo, Sky Cheung, Abhay Pasupathy, John Wright
On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution. IEEE Trans. Pattern Anal. Mach. Intell. 43 (3) (2021)
Sam Buchanan, Dar Gilboa, John Wright
Deep Networks and the Multiple Manifold Problem. ICLR (2021)
Junhui Zhang, Jingkai Yan, John Wright
Square Root Principal Component Pursuit: Tuning-Free Noisy Robust Matrix Recovery. NeurIPS (2021)
Guoxiang Han, Tanbir Haque, Matthew Bajor, John Wright, Peter R. Kinget
A Multi-Branch Receiver With Modulated Mixer Clocks for Concurrent Dual-Carrier Reception and Rapid Compressive-Sampling Spectrum Scanning. IEEE J. Solid State Circuits 56 (1) (2021)
Kwan Ho Ryan Chan, Yaodong Yu, Chong You, Haozhi Qi, John Wright, Yi Ma
ReduNet: A White-box Deep Network from the Principle of Maximizing Rate Reduction. CoRR (2021)
Yuexiang Zhai, Zitong Yang, Zhenyu Liao, John Wright, Yi Ma
Complete Dictionary Learning via L4-Norm Maximization over the Orthogonal Group. J. Mach. Learn. Res. 21 (2020)
Qing Qu, Zhihui Zhu, Xiao Li, Manolis C. Tsakiris, John Wright, René Vidal
Finding the Sparsest Vectors in a Subspace: Theory, Algorithms, and Applications. CoRR (2020)
Yuqian Zhang, Han-Wen Kuo, John Wright
Structured Local Optima in Sparse Blind Deconvolution. IEEE Trans. Inf. Theory 66 (1) (2020)
Yuqian Zhang, Qing Qu, John Wright
From Symmetry to Geometry: Tractable Nonconvex Problems. CoRR (2020)
Han-Wen Kuo, Yuqian Zhang, Yenson Lau, John Wright
Geometry and Symmetry in Short-and-Sparse Deconvolution. SIAM J. Math. Data Sci. 2 (1) (2020)
Yenson Lau, Qing Qu, Han-Wen Kuo, Pengcheng Zhou, Yuqian Zhang, John Wright
Short and Sparse Deconvolution - A Geometric Approach. ICLR (2020)
Qing Qu, Yuqian Zhang, Yonina C. Eldar, John Wright
Convolutional Phase Retrieval via Gradient Descent. IEEE Trans. Inf. Theory 66 (3) (2020)
Kwan Ho Ryan Chan, Yaodong Yu, Chong You, Haozhi Qi, John Wright, Yi Ma
Deep Networks from the Principle of Rate Reduction. CoRR (2020)
Sam Buchanan, Dar Gilboa, John Wright
Deep Networks and the Multiple Manifold Problem. CoRR (2020)
Han-Wen Kuo, Yenson Lau, Yuqian Zhang, John Wright
Geometry and Symmetry in Short-and-Sparse Deconvolution. CoRR (2019)
Yuqian Zhang, Yenson Lau, Han-Wen Kuo, Sky Cheung, Abhay Pasupathy, John Wright
On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution. CoRR (2019)
Yuexiang Zhai, Zitong Yang, Zhenyu Liao, John Wright, Yi Ma
-Norm Maximization over the Orthogonal Group. CoRR (2019)
Matthew Bajor, Tanbir Haque, Guoxiang Han, Ciyuan Zhang, John Wright, Peter R. Kinget
A Flexible Phased-Array Architecture for Reception and Rapid Direction-of-Arrival Finding Utilizing Pseudo-Random Antenna Weight Modulation and Compressive Sampling. IEEE J. Solid State Circuits 54 (5) (2019)
Dar Gilboa, Sam Buchanan, John Wright
Efficient Dictionary Learning with Gradient Descent. ICML (2019)
Rabia Tugce Yazicigil, Tanbir Haque, Peter R. Kinget, John Wright
Taking Compressive Sensing to the Hardware Level: Breaking Fundamental Radio-Frequency Hardware Performance Tradeoffs. IEEE Signal Process. Mag. 36 (2) (2019)
Han-Wen Kuo, Yenson Lau, Yuqian Zhang, John Wright
Geometry and Symmetry in Short-and-Sparse Deconvolution. ICML (2019)
Yenson Lau, Qing Qu, Han-Wen Kuo, Pengcheng Zhou, Yuqian Zhang, John Wright
Short-and-Sparse Deconvolution - A Geometric Approach. CoRR (2019)
Rabia Tugce Yazicigil, Tanbir Haque, Manoj Kumar, Jeffery Yuan, John Wright, Peter R. Kinget
How to Make Analog-to-Information Converters Work in Dynamic Spectrum Environments With Changing Sparsity Conditions. IEEE Trans. Circuits Syst. I Regul. Pap. (6) (2018)
Sky Cheung, John Y. Shin, Yenson Lau, Zhengyu Chen, Ju Sun, Yuqian Zhang, John Wright, Abhay Pasupathy
Dictionary Learning in Fourier Transform Scanning Tunneling Spectroscopy. CoRR (2018)
Sam Buchanan, Tanbir Haque, Peter R. Kinget, John Wright
Efficient Model-Free Learning to Overcome Hardware Nonidealities in Analog-to-Information Converters. ICASSP (2018)
Tanbir Haque, Matthew Bajor, Yudong Zhang, Jianxun Zhu, Zarion A. Jacobs, Blayne Kettlewell, John Wright, Peter R. Kinget
A Reconfigurable Architecture Using a Flexible LO Modulator to Unify High-Sensitivity Signal Reception and Compressed-Sampling Wideband Signal Detection. IEEE J. Solid State Circuits 53 (6) (2018)
Ju Sun, Qing Qu, John Wright
A Geometric Analysis of Phase Retrieval. Found. Comput. Math. 18 (5) (2018)
Yuqian Zhang, Han-Wen Kuo, John Wright
Structured Local Minima in Sparse Blind Deconvolution. NeurIPS (2018)
Yuqian Zhang, Han-Wen Kuo, John Wright
Structured Local Optima in Sparse Blind Deconvolution. CoRR (2018)
Ju Sun, Qing Qu, John Wright
Complete Dictionary Recovery Over the Sphere II: Recovery by Riemannian Trust-Region Method. IEEE Trans. Inf. Theory 63 (2) (2017)
Matthew Bajor, Tanbir Haque, John Wright, Peter R. Kinget
Theory and Design of a Direct Space-to-Information Converter for Rapid Detection of Interferer DoA. VTC Fall (2017)
Qing Qu, Yuqian Zhang, Yonina C. Eldar, John Wright
Convolutional Phase Retrieval via Gradient Descent. CoRR (2017)
Yuqian Zhang, Yenson Lau, Han-Wen Kuo, Sky Cheung, Abhay Pasupathy, John Wright
On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution. CVPR (2017)
Donald Goldfarb, Cun Mu, John Wright, Chaoxu Zhou
Using negative curvature in solving nonlinear programs. Comput. Optim. Appl. 68 (3) (2017)
Ju Sun, Qing Qu, John Wright
Complete Dictionary Recovery Over the Sphere I: Overview and the Geometric Picture. IEEE Trans. Inf. Theory 63 (2) (2017)
Qing Qu, Yuqian Zhang, Yonina C. Eldar, John Wright
Convolutional Phase Retrieval. NIPS (2017)
Qing Qu, Ju Sun, John Wright
Finding a Sparse Vector in a Subspace: Linear Sparsity Using Alternating Directions. IEEE Trans. Inf. Theory 62 (10) (2016)
Cun Mu, Yuqian Zhang, John Wright, Donald Goldfarb
Scalable Robust Matrix Recovery: Frank-Wolfe Meets Proximal Methods. SIAM J. Sci. Comput. 38 (5) (2016)
Ju Sun, Qing Qu, John Wright
A geometric analysis of phase retrieval. ISIT (2016)
Michael B. Wakin, Rémi Gribonval, Visa Koivunen, Justin K. Romberg, John Wright
Introduction to the Issue on Structured Matrices in Signal and Data Processing. IEEE J. Sel. Top. Signal Process. 10 (4) (2016)
Rabia Tugce Yazicigil, Tanbir Haque, John Wright, Peter R. Kinget
Band-pass compressive sampling as an enabling technology for rapid wideband RF spectrum sensing. ACSSC (2016)
Ju Sun, Qing Qu, John Wright
A Geometric Analysis of Phase Retrieval. CoRR (2016)
Ju Sun, Qing Qu, John Wright
Complete Dictionary Recovery over the Sphere. CoRR (2015)
Huan Wang, John Wright, Daniel A. Spielman
A Batchwise Monotone Algorithm for Dictionary Learning. CoRR (2015)
Ju Sun, Qing Qu, John Wright
Complete Dictionary Recovery Using Nonconvex Optimization. ICML (2015)
Ju Sun, Qing Qu, John Wright
Complete Dictionary Recovery over the Sphere I: Overview and the Geometric Picture. CoRR (2015)
Rabia Tugce Yazicigil, Tanbir Haque, Michael R. Whalen, Jeffrey Yuan, John Wright, Peter R. Kinget
Wideband Rapid Interferer Detector Exploiting Compressed Sampling With a Quadrature Analog-to-Information Converter. IEEE J. Solid State Circuits 50 (12) (2015)
Rabia Tugce Yazicigil, Tanbir Haque, Michael R. Whalen, Jeffrey Yuan, John Wright, Peter R. Kinget
19.4 A 2.7-to-3.7GHz rapid interférer detector exploiting compressed sampling with a quadrature analog-to-information converter. ISSCC (2015)
Tanbir Haque, Rabia Tugce Yazicigil, Kyle Jung-Lin Pan, John Wright, Peter R. Kinget
Theory and Design of a Quadrature Analog-to-Information Converter for Energy-Efficient Wideband Spectrum Sensing. IEEE Trans. Circuits Syst. I Regul. Pap. (2) (2015)
Ju Sun, Qing Qu, John Wright
Complete Dictionary Recovery over the Sphere II: Recovery by Riemannian Trust-region Method. CoRR (2015)
Ju Sun, Qing Qu, John Wright
When Are Nonconvex Problems Not Scary? CoRR (2015)
Qing Qu, Ju Sun, John Wright
Finding a sparse vector in a subspace: Linear sparsity using alternating directions. CoRR (2014)
Ju Sun, Yuqian Zhang, John Wright
with Application to Robust Object Instance Recognition. SIAM J. Imaging Sci. 7 (4) (2014)
Cun Mu, Yuqian Zhang, John Wright, Donald Goldfarb
Scalable Robust Matrix Recovery: Frank-Wolfe Meets Proximal Methods. CoRR (2014)
Cun Mu, Bo Huang, John Wright, Donald Goldfarb
Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery. ICML (2014)
Quan Geng, John Wright
-minimization for dictionary learning. ISIT (2014)
Qing Qu, Ju Sun, John Wright
Finding a sparse vector in a subspace: Linear sparsity using alternating directions. NIPS (2014)
Huan Wang, Daniel A. Spielman, John Wright
Exact Recovery of Sparse-Used Dictionaries. IJCAI (2013)
Yuqian Zhang, Cun Mu, Han-Wen Kuo, John Wright
Toward Guaranteed Illumination Models for Non-convex Objects. ICCV (2013)
Yuqian Zhang, Cun Mu, Han-Wen Kuo, John Wright
Toward Guaranteed Illumination Models for Non-Convex Objects. CoRR (2013)
Xu Wang, Stefan Atev, John Wright, Gilad Lerman
Fast Subspace Search via Grassmannian Based Hashing. ICCV (2013)
Jinhui Tang, Shuicheng Yan, John Wright, Qi Tian, Yanwei Pang, Edwige E. Pissaloux
Sparse representations for image and video analysis. J. Vis. Commun. Image Represent. 24 (2) (2013)
Cun Mu, Bo Huang, John Wright, Donald Goldfarb
Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery. CoRR (2013)
YiGang Peng, Arvind Ganesh, John Wright, Wenli Xu, Yi Ma
RASL: Robust Alignment by Sparse and Low-Rank Decomposition for Linearly Correlated Images. IEEE Trans. Pattern Anal. Mach. Intell. 34 (11) (2012)
Andrew Wagner, John Wright, Arvind Ganesh, Zihan Zhou, Hossein Mobahi, Yi Ma
Toward a Practical Face Recognition System: Robust Alignment and Illumination by Sparse Representation. IEEE Trans. Pattern Anal. Mach. Intell. 34 (2) (2012)
Ju Sun, Yuqian Zhang, John Wright
: Theory and Applications in Computer Vision CoRR (2012)
Xiao-Ming Wu, Zhenguo Li, Anthony Man-Cho So, John Wright, Shih-Fu Chang
Learning with Partially Absorbing Random Walks. NIPS (2012)
Ju Sun, Yuqian Zhang, John Wright
Efficient Point-to-Subspace Query in ℓ1 with Application to Robust Face Recognition. ECCV (4) (2012)
Arvind Ganesh, Kerui Min, John Wright, Yi Ma
Principal Component Pursuit with Reduced Linear Measurements CoRR (2012)
Yadong Mu, John Wright, Shih-Fu Chang
Accelerated Large Scale Optimization by Concomitant Hashing. ECCV (1) (2012)
Daniel A. Spielman, Huan Wang, John Wright
Exact Recovery of Sparsely-Used Dictionaries CoRR (2012)
Arvind Ganesh, Kerui Min, John Wright, Yi Ma
Principal Component Pursuit with reduced linear measurements. ISIT (2012)
John Wright, Arvind Ganesh, Kerui Min, Yi Ma
Compressive principal component pursuit. ISIT (2012)
Daniel A. Spielman, Huan Wang, John Wright
Exact Recovery of Sparsely-Used Dictionaries. COLT (2012)
Ju Sun, Yuqian Zhang, John Wright
with Application to Robust Face Recognition CoRR (2012)
John Wright, Arvind Ganesh, Kerui Min, Yi Ma
Compressive Principal Component Pursuit CoRR (2012)
Quan Geng, Huan Wang, John Wright
On the Local Correctness of L^1 Minimization for Dictionary Learning CoRR (2011)
Rei Kawakami, Yasuyuki Matsushita, John Wright, Moshe Ben-Ezra, Yu-Wing Tai, Katsushi Ikeuchi
High-resolution hyperspectral imaging via matrix factorization. CVPR (2011)
John Wright, Arvind Ganesh, Allen Y. Yang, Zihan Zhou, Yi Ma
Sparsity and Robustness in Face Recognition CoRR (2011)
Emmanuel J. Candès, Xiaodong Li, Yi Ma, John Wright
Robust principal component analysis? J. ACM 58 (3) (2011)
Zihan Zhou, Xiaodong Li, John Wright, Emmanuel J. Candès, Yi Ma
Stable Principal Component Pursuit CoRR (2010)
Jianchao Yang, John Wright, Thomas S. Huang, Yi Ma
Image Super-Resolution Via Sparse Representation. IEEE Trans. Image Process. 19 (11) (2010)
Zhi Li, Feng Wu, John Wright
On the Systematic Measurement Matrix for Compressed Sensing in the Presence of Gross Errors. DCC (2010)
Zihan Zhou, Xiaodong Li, John Wright, Emmanuel J. Candès, Yi Ma
Stable Principal Component Pursuit. ISIT (2010)
John Wright, Yi Ma, Julien Mairal, Guillermo Sapiro, Thomas S. Huang, Shuicheng Yan
Sparse Representation for Computer Vision and Pattern Recognition. Proc. IEEE 98 (6) (2010)
Kerui Min, Zhengdong Zhang, John Wright, Yi Ma
Decomposing background topics from keywords by principal component pursuit. CIKM (2010)
Arvind Ganesh, John Wright, Xiaodong Li, Emmanuel J. Candès, Yi Ma
Dense error correction for low-rank matrices via Principal Component Pursuit. ISIT (2010)
Kerui Min, Linjun Yang, John Wright, Lei Wu, Xian-Sheng Hua, Yi Ma
Compact projection: Simple and efficient near neighbor search with practical memory requirements. CVPR (2010)
John Wright, Yi Ma
-minimization. IEEE Trans. Inf. Theory 56 (7) (2010)
YiGang Peng, Arvind Ganesh, John Wright, Wenli Xu, Yi Ma
RASL: Robust alignment by sparse and low-rank decomposition for linearly correlated images. CVPR (2010)
Arvind Ganesh, John Wright, Xiaodong Li, Emmanuel J. Candès, Yi Ma
Dense Error Correction for Low-Rank Matrices via Principal Component Pursuit CoRR (2010)
Andrew Wagner, John Wright, Arvind Ganesh, Zihan Zhou, Yi Ma
Towards a practical face recognition system: Robust registration and illumination by sparse representation. CVPR (2009)
Yoav Sharon, John Wright, Yi Ma
Minimum sum of distances estimator: Robustness and stability. ACC (2009)
John Wright, Yi Ma, Yangyu Tao, Zhouchen Lin, Heung-Yeung Shum
Classification via Minimum Incremental Coding Length. SIAM J. Imaging Sci. 2 (2) (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

John Wright