Daniel P. Robinson

Cited by

	All	Since 2016
Citations	1604	1296
h-index	21	17
i10-index	35	30

380

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285

20092010201120122013201420152016201720182019202011 21 19 26 28 66 103 110 214 273 317 371

Co-authors

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 YouUniversity of California, BerkeleyVerified email at berkeley.edu
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
Philippe TointProfessor (Emeritus) of Numerical OptimizationVerified email at unamur.be
Travis C. JohnsonNorthwestern UniversityVerified email at traviscj.com
H. Sue ThorneSTFC Rutherford Appleton LaboratoryVerified email at stfc.ac.uk
Tianyi ChenMachine Learning Scientist II, MicrosoftVerified email at microsoft.com
Zheng HanLehigh UniversityVerified email at lehigh.edu
Jong-Shi PangDaniel J. Epstein Chair Professor of Industrial and Systems EngineeringVerified email at usc.edu
Andreas WaechterNorthwestern 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
Suchi SariaJohn C. Malone Associate Professor of Computer Science, Statistics, Health Policy, Johns HopkinsVerified email at cs.jhu.edu
Hassan Mohy-ud-DinDirector Clinical and Translational Imaging Lab & Assistant Professor, LUMS School of Science andVerified email at lums.edu.pk
Jorge NocedalProfessor, Industrial Engineering, Northwestern University

Daniel P. Robinson

Associate Professor, Lehigh University

Verified email at lehigh.edu - Homepage

Optimization Machine Learning Data Science Applications in Computer Vision


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	232	2016
A trust region algorithm with a worst-case iteration complexity of for nonconvex optimization FE Curtis, DP Robinson, M Samadi Mathematical Programming 162 (1-2), 1-32, 2017	133	2017
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	126	2016
A primal-dual augmented Lagrangian PE Gill, DP Robinson Computational Optimization and Applications 51 (1), 1-25, 2012	81	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	77	2010
Sparse subspace clustering with missing entries C Yang, D Robinson, R Vidal International Conference on Machine Learning, 2463-2472, 2015	74	2015
A second derivative SQP method: Global convergence NIM Gould, DP Robinson SIAM Journal on Optimization 20 (4), 2023-2048, 2010	71	2010
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	59	2017
A globally convergent stabilized SQP method PE Gill, DP Robinson SIAM Journal on Optimization 23 (4), 1983-2010, 2013	59	2013
A stabilized SQP method: global convergence PE Gill, V Kungurtsev, DP Robinson IMA Journal of Numerical Analysis 37 (1), 407-443, 2017	46*	2017
A second derivative SQP method: Local convergence and practical issues NIM Gould, DP Robinson SIAM Journal on Optimization 20 (4), 2049-2079, 2010	45	2010
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	40	2015
An adaptive augmented Lagrangian method for large-scale constrained optimization FE Curtis, H Jiang, DP Robinson Mathematical Programming 152 (1-2), 201-245, 2015	38	2015
Admm and accelerated admm as continuous dynamical systems G Franca, DP Robinson, R Vidal arXiv preprint arXiv:1805.06579, 2018	37	2018
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	35	2018
Exploiting negative curvature in deterministic and stochastic optimization FE Curtis, DP Robinson Mathematical Programming 176 (1-2), 69-94, 2019	30	2019
A stabilized SQP method: superlinear convergence PE Gill, V Kungurtsev, DP Robinson Mathematical Programming 163 (1-2), 369-410, 2017	29*	2017
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	26	2014
Primal-dual methods for nonlinear optimization DP Robinson UC San Diego, 2007	24	2007
An interior-point trust-funnel algorithm for nonlinear optimization FE Curtis, NIM Gould, DP Robinson, PL Toint Mathematical Programming 161 (1-2), 73-134, 2017	23	2017

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