| Projection-like retractions on matrix manifolds PA Absil, J Malick SIAM Journal on Optimization 22 (1), 135-158, 2012 | 367 | 2012 |
| Alternating projections on manifolds AS Lewis, J Malick Mathematics of Operations Research 33 (1), 216-234, 2008 | 281 | 2008 |
| Local linear convergence for alternating and averaged nonconvex projections AS Lewis, DR Luke, J Malick Foundations of Computational Mathematics 9 (4), 485-513, 2009 | 273 | 2009 |
| Regularization methods for semidefinite programming J Malick, J Povh, F Rendl, A Wiegele SIAM Journal on Optimization 20 (1), 336-356, 2009 | 200 | 2009 |
| A dual approach to semidefinite least-squares problems J Malick SIAM Journal on Matrix Analysis and Applications 26 (1), 272-284, 2004 | 187 | 2004 |
| On the convergence of single-call stochastic extra-gradient methods YG Hsieh, F Iutzeler, J Malick, P Mertikopoulos To appear in NeurIPS, arXiv preprint arXiv:1908.08465, 2019 | 186 | 2019 |
| Large-scale image classification with trace-norm regularization Z Harchaoui, M Douze, M Paulin, M Dudik, J Malick 2012 IEEE conference on computer vision and pattern recognition, 3386-3393, 2012 | 132 | 2012 |
| Lifted coordinate descent for learning with trace-norm regularization M Dudik, Z Harchaoui, J Malick Artificial intelligence and statistics, 327-336, 2012 | 126 | 2012 |
| A formulation of the linear discrete Coulomb friction problem via convex optimization V Acary, F Cadoux, C Lemaréchal, J Malick ZAMM‐Journal of Applied Mathematics and Mechanics/Zeitschrift für Angewandte …, 2011 | 81 | 2011 |
| Explore aggressively, update conservatively: Stochastic extragradient methods with variable stepsize scaling YG Hsieh, F Iutzeler, J Malick, P Mertikopoulos Advances in Neural Information Processing Systems 33, 16223-16234, 2020 | 80 | 2020 |
| Objectif agrégation V Beck, J Malick, G Peyré H&K, 2005 | 78 | 2005 |
| BiqCrunch: A semidefinite branch-and-bound method for solving binary quadratic problems N Krislock, J Malick, F Roupin ACM Transactions on Mathematical Software (TOMS) 43 (4), 1-23, 2017 | 73 | 2017 |
| Improved semidefinite bounding procedure for solving max-cut problems to optimality N Krislock, J Malick, F Roupin Mathematical Programming 143, 61-86, 2014 | 72 | 2014 |
| Projection methods in conic optimization D Henrion, J Malick Handbook on Semidefinite, Conic and Polynomial Optimization, 565-600, 2012 | 68 | 2012 |
| Newton methods for nonsmooth convex minimization: connections among-Lagrangian, Riemannian Newton and SQP methods SA Miller, J Malick Mathematical programming 104, 609-633, 2005 | 63 | 2005 |
| Cut-Generating Functions and S-Free Sets M Conforti, G Cornuéjols, A Daniilidis, C Lemaréchal, J Malick Mathematics of Operations Research 40 (2), 276-391, 2015 | 56 | 2015 |
| Clarke generalized Jacobian of the projection onto the cone of positive semidefinite matrices J Malick, HS Sendov Set-Valued Analysis 14 (3), 273-293, 2006 | 51 | 2006 |
| Prox-regularity of spectral functions and spectral sets A Daniilidis, A Lewis, J Malick, H Sendov Journal of Convex Analysis 15 (3), 547-560, 2008 | 49 | 2008 |
| A delay-tolerant proximal-gradient algorithm for distributed learning K Mishchenko, F Iutzeler, J Malick, MR Amini International conference on machine learning, 3587-3595, 2018 | 47 | 2018 |
| A fresh variational-analysis look at the positive semidefinite matrices world JB Hiriart-Urruty, J Malick Journal of Optimization Theory and Applications 153, 551-577, 2012 | 47 | 2012 |
Zaid HarchaouiUniversity of WashingtonVerified email at uw.edu
