Publications - John Wright

An 8-Element 1-3 GHz Direct Space-to-Information Converter for Rapid Compressive Sampling Direction of Arrival FInding Utilizing Pesudo-Random Antenna-Weight Modulation

Matt Bajor, Tanbir Haque, Guoxiang Han, Ciyuan Zhang, John Wright, Peter Kinget

IEEE Radio Frequency Integrated Circuits (RFIC), 2018

Structured Local Optima in Sparse Blind Deconvolution

Yuqian Zhang, Han-Wen Kuo, John Wright

Neural Information Processing Systems (NeurIPS) 2018

Convolutional Phase Retrieval

Qing Qu, Yuqian Zhang, Yonina Eldar, John Wright

Neural Information Processing Systems (NeurIPS) 2017

On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution

Yuqian Zhang, Yenson Lau, Han-Wen Kuo, Sky Cheung, Abhay Pasupathy, John Wright

IEEE Conference on Computer Vision and Pattern Recognition, 2017

Matrix Completion as Post-Processing Technique for Probabilistic Roadmaps

Joel Esposito, John Wright

Workshop on Algorithmic Foundations of Robotics (WAFR), 2016

A Geometric Analysis of Phase Retrieval

Ju Sun, Qing Qu, John Wright

International Symposium on Information Theory (ISIT), 2016

When Are Nonconvex Problems Not Scary?

Ju Sun, Qing Qu, John Wright

NeurIPS Workshop on Nonconvex Optimization for Machine Learning, 2015

Complete Dictionary Recovery over the Sphere

Ju Sun, Qing Qu, John Wright

International Conference on Machine Learning (ICML), 2015

(Short abstracts to appear in SPARS 2015 and SampTA 2015)

A 2.7-3.7 GHz Rapid Interferer Detector Exploiting Compressed Sampling with a Quadrature Analog-to-Information Converter

Rabia Tugce Yazicigil, Tanbir Haque, Michael Whalen, Jeffrey Yuan, John Wright, Peter Kinget

International Conference on Solid State Circuits (ISSCC), 2015

Finding a Sparse Vector in a Subspace: Linear Sparsity using Alternating Directions

Qing Qu, Ju Sun, John Wright

Neural Information Processing Systems (NeurIPS), 2014

Square Deal: Lower Bounds and Improved Relaxations for Low-Rank Tensor Recovery

Cun Mu, Bo Huang, John Wright, Donald Goldfarb

International Conference on Machine Learning (ICML), 2014

On the Local Correctness of $\ell^1$-Minimization for Dictionary Learning

Quan Geng, John Wright

International Symposium on Information Theory (ISIT), 2014

Towards Guaranteed Illumination Models for Nonconvex Objects

Yuqian Zhang, Cun Mu, Henry Kuo, John Wright

International Conference on Computer Vision (ICCV), 2013

Fast subspace search via Grassmannian-based Hashing

Xu Wang, Stefan Atev, John Wright, Gilad Lerman

International Conference on Computer Vision (ICCV), 2013

Learning with Partially Absorbing Random Walks

Xiao-Ming Wu, Zhengguo Li, John Wright, Anthony Man-Chu So, Shih-Fu Chang

Neural Information Processing Systems (NeurIPS), 2012

Efficient Point-to-Subspace Query in $\ell^1$ with Application to Robust Face Recognition

Ju Sun, Yuqian Zhang, John Wright

European Conference on Computer Vision (ECCV), 2012

Accelerated Large-Scale Optimization with Concomitant Hashing

Yadong Mu, John Wright, Shih-Fu Chang

European Conference on Computer Vision (ECCV), 2012

Compressive Principal Component Pursuit

John Wright, Arvind Ganesh, Kerui Min, Yi Ma

International Symposium on Information Theory (ISIT), 2012

Principal Component Pursuit with Reduced Linear Measurements

Arvind Ganesh, Kerui Min, John Wright, Yi Ma

International Symposium on Information Theory (ISIT), 2012

Exact Recovery of Sparsely-Used Dictionaries

Dan Spielman, Huan Wang, John Wright

Conference on Learning Theory (COLT), 2012

High-Resolution Hyperspectral Imaging via Matrix Factorization

Rei Kawakami, John Wright, Yu-Wing Tai, Yasuyuki Matsushita, Moshe Ben-Ezra, Katsu Ikiuchi

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011

Decomposing Background Topics from Keywords using Principal Component Pursuit

Kerui Min, Zhengdong Zhang, John Wright, Yi Ma

ACM Conference on Information and Knowledge Mining (CIKM), 2012

Stable Principal Component Pursuit

Zihan Zhou, Xiaodong Li, John Wright, Emmanuel Candes, Yi Ma

International Symposium on Information Theory (ISIT), 2010

Dense Error Correction for Low-Rank Matrices via Principal Component Pursuit

Arvind Ganesh, Xiaodong Li, John Wright, Emmanuel Candes, Yi Ma

International Symposium on Information Theory (ISIT), 2010

Compact Projection: Simple and Efficient Near Neighbor Search with Practical Memory Requirements

Kerui Min, Linjun Yang, John Wright, Lei Wu, Xian-Sheng Hua, Yi Ma

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010

RASL: Robust Alignment by Sparse and Low-Rank Decomposition For Linearly Correlated Images

Yigang Peng, Arvind Ganesh, John Wright, Wenli Xu, Yi Ma

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010

On the Systematic Measurement Matrix for Compressed Sensing in the Presence of Gross Errors

Zhi Li, Feng Wu, John Wright

Data Compression Conference (DCC), 2010

Fast Convex Optimization Algorithms for Exact Recovery of a Corrupted Low-Rank Matrix

Zhouchen Lin, Arvind Ganesh, John Wright, Leqin Wu, Minming Chen, Yi Ma

Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2009

Implicit Elastic Matching with Random Projections for Pose-Variant Face Recognition

John Wright, Gang Hua

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2009

Toward a Practical Automatic Face Recognition System: Robust Registration and Illumination by Sparse Representation

Andrew Wagner, John Wright, Arvind Ganesh, Zihan Zhou, Yi Ma

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2009

Minimum Sum of Distances Estimator: Robustness and Stability

Yoav Sharon, John Wright, Yi Ma

American Control Conference (ACC), 2009

Dense Error Correction via $\ell^1$-minimization

John Wright, Yi Ma

IEEE International Conference on Acoustics, Speech and Signal Processing, 2009

Nearest Subspace Patch Matching for Face Recognition Under Varying Pose and Illumination

Zihan Zhou, Arvind Ganesh, John Wright, Shen-Fu Tsai, Yi Ma

IEEE Conference on Face and Gesture Recognition (FGR), 2008

Classification via Minimum Incremental Coding Length (MICL)

John Wright, Yangyu Tao, Zhouchen Lin, Yi Ma, Heung-Yeung Shum

Neural Information Processing Systems (NeurIPS), 2007

Homography from Coplanar Ellipses with Application to Forensic Blood Splatter Reconstruction

John Wright, Andrew Wagner, Shankar Rao, Yi Ma

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2006

A Multi-Scale Hybrid Linear Model for Lossy Image Representation

Wei Hong, John Wright, Kun Huang, Yi Ma

International Conference on Computer Vision (ICCV), 2005

Analysis of Persistent Motion using the 3d Structure Tensor

John Wright, Robert Pless

IEEE Workshop on Motion and Video Computing, 2005

Spatiotemporal Detection and Isolation: Results on PETS 2005 Datasets

Richard Souvenir, John Wright, Robert Pless

IEEE Workshop on Performance Evaluation of Tracking and Surveillance, 2005