Wright, John

33 publications

ICML 2025 Fast, Accurate Manifold Denoising by Tunneling Riemannian Optimization Shiyu Wang, Mariam Avagyan, Yihan Shen, Arnaud Lamy, Tingran Wang, Szabolcs Marka, Zsuzsanna Marka, John Wright

JMLR 2022 ReduNet: A White-Box Deep Network from the Principle of Maximizing Rate Reduction Kwan Ho Ryan Chan, Yaodong Yu, Chong You, Haozhi Qi, John Wright, Yi Ma

NeurIPS 2021 Deep Networks Provably Classify Data on Curves Tingran Wang, Sam Buchanan, Dar Gilboa, John Wright

ICLR 2021 Deep Networks and the Multiple Manifold Problem Sam Buchanan, Dar Gilboa, John Wright

NeurIPS 2021 Square Root Principal Component Pursuit: Tuning-Free Noisy Robust Matrix Recovery Junhui Zhang, Jingkai Yan, John Wright

JMLR 2020 Complete Dictionary Learning via L4-Norm Maximization over the Orthogonal Group Yuexiang Zhai, Zitong Yang, Zhenyu Liao, John Wright, Yi Ma

ICLR 2020 Short and Sparse Deconvolution --- a Geometric Approach Yenson Lau, Qing Qu, Han-Wen Kuo, Pengcheng Zhou, Yuqian Zhang, John Wright

ICML 2019 Efficient Dictionary Learning with Gradient Descent Dar Gilboa, Sam Buchanan, John Wright

ICML 2019 Geometry and Symmetry in Short-and-Sparse Deconvolution Han-Wen Kuo, Yenson Lau, Yuqian Zhang, John Wright

NeurIPS 2018 Structured Local Minima in Sparse Blind Deconvolution Yuqian Zhang, Han-wen Kuo, John Wright

NeurIPS 2017 Convolutional Phase Retrieval Qing Qu, Yuqian Zhang, Yonina Eldar, John Wright

CVPR 2017 On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution Yuqian Zhang, Yenson Lau, Han-wen Kuo, Sky Cheung, Abhay Pasupathy, John Wright

ICML 2015 Complete Dictionary Recovery Using Nonconvex Optimization Ju Sun, Qing Qu, John Wright

NeurIPS 2014 Finding a Sparse Vector in a Subspace: Linear Sparsity Using Alternating Directions Qing Qu, Ju Sun, John Wright

ICML 2014 Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery Cun Mu, Bo Huang, John Wright, Donald Goldfarb

IJCAI 2013 Exact Recovery of Sparse-Used Dictionaries Huan Wang, Daniel A. Spielman, John Wright

ICCV 2013 Fast Subspace Search via Grassmannian Based Hashing Xu Wang, Stefan Atev, John Wright, Gilad Lerman

ICCV 2013 Toward Guaranteed Illumination Models for Non-Convex Objects Yuqian Zhang, Cun Mu, Han-Wen Kuo, John Wright

ECCV 2012 Accelerated Large Scale Optimization by Concomitant Hashing Yadong Mu, John Wright, Shih-Fu Chang

ECCV 2012 Efficient Point-to-Subspace Query in ℓ1 with Application to Robust Face Recognition Ju Sun, Yuqian Zhang, John Wright

COLT 2012 Exact Recovery of Sparsely-Used Dictionaries Daniel A. Spielman, Huan Wang, John Wright

NeurIPS 2012 Learning with Partially Absorbing Random Walks Xiao-ming Wu, Zhenguo Li, Anthony M. So, John Wright, Shih-fu Chang

CVPR 2011 High-Resolution Hyperspectral Imaging via Matrix Factorization Rei Kawakami, Yasuyuki Matsushita, John Wright, Moshe Ben-Ezra, Yu-Wing Tai, Katsushi Ikeuchi

CVPR 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

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

ICCV 2009 Face Recognition with Contiguous Occlusion Using Markov Random Fields Zihan Zhou, Andrew Wagner, Hossein Mobahi, John Wright, Yi Ma

CVPR 2009 Implicit Elastic Matching with Random Projections for Pose-Variant Face Recognition John Wright, Gang Hua

NeurIPS 2009 Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization John Wright, Arvind Ganesh, Shankar Rao, Yigang Peng, Yi Ma

CVPR 2009 Towards a Practical Face Recognition System: Robust Registration and Illumination by Sparse Representation Andrew Wagner, John Wright, Arvind Ganesh, Zihan Zhou, Yi Ma

CVPR 2008 Image Super-Resolution as Sparse Representation of Raw Image Patches Jianchao Yang, John Wright, Thomas S. Huang, Yi Ma

NeurIPS 2007 Classification via Minimum Incremental Coding Length (MICL) John Wright, Yangyu Tao, Zhouchen Lin, Yi Ma, Heung-yeung Shum

CVPR 2006 Homography from Coplanar Ellipses with Application to Forensic Blood Splatter Reconstruction John Wright, Andrew Wagner, Shankar R. Rao, Yi Ma

ICCV 2005 A Multi-Scale Hybrid Linear Model for Lossy Image Representation Wei Hong, John Wright, Kun Huang, Yi Ma