Daniel P. Robinson

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Rene VidalMINDS Director & Seder Professor at Johns Hopkins University, Amazon Scholar, NORCE Chief ScientistVerified email at jhu.edu
Frank E. CurtisLehigh UniversityVerified email at lehigh.edu
Nick GouldSTFC-Rutherford Appleton LaboratoryVerified email at stfc.ac.uk
Chong YouGoogleVerified email at google.com
Philip E. GillDepartment of Mathematics, UC San DiegoVerified email at ucsd.edu
Vyacheslav KungurtsevCzech Technical UniversityVerified email at fel.cvut.cz
Chun-Guang LiAssociate Professor, Beijing University of Posts and TelecommunicationsVerified email at bupt.edu.cn
H. Sue ThorneSTFC Rutherford Appleton LaboratoryVerified email at stfc.ac.uk
Philippe TointProfessor (Emeritus) of Numerical OptimizationVerified email at unamur.be
Tianyi ChenSenior Researcher, MicrosoftVerified email at microsoft.com
Zheng HanLehigh UniversityVerified email at lehigh.edu
Travis C. JohnsonNorthwestern UniversityVerified email at traviscj.com
Andreas WaechterNorthwestern UniversityVerified email at northwestern.edu
Jong-Shi PangDaniel J. Epstein Chair Professor of Industrial and Systems EngineeringVerified email at usc.edu
Jorge NocedalProfessor, Industrial Engineering, Northwestern UniversityVerified email at NORTHWESTERN.EDU
Dominique OrbanProfessor of Computational Mathematics, GERAD and Ecole Polytechnique de MontrealVerified email at gerad.ca
Rachael TappendenUniversity of CanterburyVerified email at canterbury.ac.nz
Liming FengUniversity of Illinois at Urbana-ChampaignVerified email at illinois.edu
Hassan Mohy-ud-DinDirector Clinical and Translational Imaging Lab & Assistant Professor, LUMS School of Science andVerified email at lums.edu.pk
Dr. Suchi SariaJohn C. Malone Associate Professor of Computer Science, Statistics, Health Policy, Johns HopkinsVerified email at cs.jhu.edu

Daniel P. Robinson

Associate Professor, Lehigh University

Verified email at lehigh.edu - Homepage

Optimization Machine Learning Data Science Applications in Computer Vision


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Scalable sparse subspace clustering by orthogonal matching pursuit C You, D Robinson, R Vidal Proceedings of the IEEE conference on computer vision and pattern …, 2016	352	2016
Oracle based active set algorithm for scalable elastic net subspace clustering C You, CG Li, DP Robinson, R Vidal Proceedings of the IEEE conference on computer vision and pattern …, 2016	217	2016
A trust region algorithm with a worst-case iteration complexity of O ( ϵ - 3 / 2 ) for nonconvex optimization FE Curtis, DP Robinson, M Samadi Mathematical Programming 162 (1), 1-32, 2017	163	2017
Provable self-representation based outlier detection in a union of subspaces C You, DP Robinson, R Vidal Proceedings of the IEEE conference on computer vision and pattern …, 2017	101	2017
A primal-dual augmented Lagrangian PE Gill, DP Robinson Computational Optimization and Applications 51 (1), 1-25, 2012	101	2012
On solving trust-region and other regularised subproblems in optimization NIM Gould, DP Robinson, HS Thorne Mathematical Programming Computation 2 (1), 21-57, 2010	99	2010
Sparse subspace clustering with missing entries C Yang, D Robinson, R Vidal International Conference on Machine Learning, 2463-2472, 2015	87	2015
Scalable exemplar-based subspace clustering on class-imbalanced data C You, C Li, DP Robinson, R Vidal Proceedings of the European Conference on Computer Vision (ECCV), 67-83, 2018	73	2018
A globally convergent stabilized SQP method PE Gill, DP Robinson SIAM Journal on Optimization 23 (4), 1983-2010, 2013	68	2013
A second derivative SQP method: Global convergence NIM Gould, DP Robinson SIAM Journal on Optimization 20 (4), 2023-2048, 2010	67	2010
ADMM and accelerated ADMM as continuous dynamical systems G Franca, D Robinson, R Vidal International Conference on Machine Learning, 1559-1567, 2018	60	2018
A stabilized SQP method: global convergence PE Gill, V Kungurtsev, DP Robinson IMA Journal of Numerical Analysis 37 (1), 407-443, 2017	59*	2017
An adaptive augmented Lagrangian method for large-scale constrained optimization FE Curtis, H Jiang, DP Robinson Mathematical Programming 152 (1), 201-245, 2015	47	2015
A globally convergent primal-dual active-set framework for large-scale convex quadratic optimization FE Curtis, Z Han, DP Robinson Computational Optimization and Applications 60 (2), 311-341, 2015	47	2015
A second derivative SQP method: Local convergence and practical issues NIM Gould, DP Robinson SIAM Journal on Optimization 20 (4), 2049-2079, 2010	46	2010
Conformal symplectic and relativistic optimization G França, J Sulam, D Robinson, R Vidal Advances in Neural Information Processing Systems 33, 16916-16926, 2020	40	2020
Exploiting negative curvature in deterministic and stochastic optimization FE Curtis, DP Robinson Mathematical Programming 176 (1), 69-94, 2019	40	2019
Dual principal component pursuit: Improved analysis and efficient algorithms Z Zhu, Y Wang, D Robinson, D Naiman, R Vidal, M Tsakiris Advances in Neural Information Processing Systems 31, 2018	39	2018
An inexact sequential quadratic optimization algorithm for nonlinear optimization FE Curtis, TC Johnson, DP Robinson, A Wächter SIAM Journal on Optimization 24 (3), 1041-1074, 2014	39	2014
A stabilized SQP method: superlinear convergence PE Gill, V Kungurtsev, DP Robinson Mathematical Programming 163 (1), 369-410, 2017	38*	2017

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