← Authors

John Wright

22 papers · 2007–2025 · 8 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (8) πŸƒ Academic Marathon (18) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (13) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ† Keyword Champion (3) πŸ—ƒοΈ Keyword Collector (106) πŸ“ˆ Trend Setter πŸ’Ž Century Club (22) πŸ”₯ Unstoppable (6) πŸš€ Conference Pioneer

Conferences

NIPS (8) ICML (5) ICCV (2) ICLR (2) JMLR (2) COLT (1) CVPR (1) IJCAI (1)

Top co-authors

Yuqian Zhang (6) Han-wen Kuo (5) Yi Ma (4) Qing Qu (4) Dar Gilboa (3) Yenson Lau (3) Sam Buchanan (3) Tingran Wang (2) Cun Mu (2) Huan Wang (2)

Keywords

nonconvex optimization (5) dictionary learning (5) convex optimization (3) dimensionality reduction (3) matrix factorization (3) blind deconvolution (2) sparse recovery (2) sparse coding (2) compressive sensing (2) deep neural network (2) low-rank matrix recovery (2) signal processing (2) compressed sensing (2) signal recovery (2) saddle point (2) classification (1) manifold learning (1) binary classification (1) stochastic processes (1) non-convex optimization (1)

Papers

Fast, Accurate Manifold Denoising by Tunneling Riemannian Optimization ICML 2025
ReduNet: A White-box Deep Network from the Principle of Maximizing Rate Reduction JMLR 2022
Square Root Principal Component Pursuit: Tuning-Free Noisy Robust Matrix Recovery NIPS 2021
Deep Networks Provably Classify Data on Curves NIPS 2021
Deep Networks and the Multiple Manifold Problem ICLR 2021
Short and Sparse Deconvolution --- A Geometric Approach ICLR 2020
Complete Dictionary Learning via L4-Norm Maximization over the Orthogonal Group JMLR 2020
Efficient Dictionary Learning with Gradient Descent ICML 2019
Geometry and Symmetry in Short-and-Sparse Deconvolution ICML 2019
Structured Local Minima in Sparse Blind Deconvolution NIPS 2018
Convolutional Phase Retrieval NIPS 2017
On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution CVPR 2017
Complete Dictionary Recovery Using Nonconvex Optimization ICML 2015
Finding a sparse vector in a subspace: Linear sparsity using alternating directions NIPS 2014
Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery ICML 2014
Toward Guaranteed Illumination Models for Non-convex Objects ICCV 2013
Fast Subspace Search via Grassmannian Based Hashing ICCV 2013
Exact Recovery of Sparsely-Used Dictionaries IJCAI 2013
Exact Recovery of Sparsely-Used Dictionaries COLT 2012
Learning with Partially Absorbing Random Walks NIPS 2012
Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization NIPS 2009
Classification via Minimum Incremental Coding Length (MICL) NIPS 2007