Olivier Fercoq
Olivier Fercoq
Telecom Paris
Verified email at telecom-paristech.fr - Homepage
Title
Cited by
Cited by
Year
Accelerated, parallel, and proximal coordinate descent
O Fercoq, P Richtárik
SIAM Journal on Optimization 25 (4), 1997-2023, 2015
3482015
Mind the duality gap: safer rules for the lasso
O Fercoq, A Gramfort, J Salmon
International Conference on Machine Learning, 333-342, 2015
1112015
SDNA: stochastic dual newton ascent for empirical risk minimization
Z Qu, P Richtárik, M Takác, O Fercoq
International Conference on Machine Learning, 1823-1832, 2016
852016
Fast distributed coordinate descent for non-strongly convex losses
O Fercoq, Z Qu, P Richtárik, M Takáè
2014 IEEE International Workshop on Machine Learning for Signal Processing …, 2014
632014
A smooth primal-dual optimization framework for nonsmooth composite convex minimization
Q Tran-Dinh, O Fercoq, V Cevher
SIAM Journal on Optimization 28 (1), 96-134, 2018
602018
Smooth minimization of nonsmooth functions with parallel coordinate descent methods
O Fercoq, P Richtárik
Modeling and Optimization: Theory and Applications, 57-96, 2017
602017
Gap safe screening rules for sparse multi-task and multi-class models
E Ndiaye, O Fercoq, A Gramfort, J Salmon
arXiv preprint arXiv:1506.03736, 2015
592015
Gap safe screening rules for sparsity enforcing penalties
E Ndiaye, O Fercoq, A Gramfort, J Salmon
The Journal of Machine Learning Research 18 (1), 4671-4703, 2017
562017
Ergodic control and polyhedral approaches to PageRank optimization
O Fercoq, M Akian, M Bouhtou, S Gaubert
IEEE Transactions on Automatic and Control 58 (1), 134-143, 2013
532013
Restarting accelerated gradient methods with a rough strong convexity estimate
O Fercoq, Z Qu
arXiv preprint arXiv:1609.07358, 2016
472016
Synchronisation and control of proliferation in cycling cell population models with age structure
F Billy, J Clairambaultt, O Fercoq, S Gaubertt, T Lepoutre, T Ouillon, ...
Mathematics and Computers in Simulation 96, 66-94, 2014
442014
A coordinate-descent primal-dual algorithm with large step size and possibly nonseparable functions
O Fercoq, P Bianchi
SIAM Journal on Optimization 29 (1), 100-134, 2019
432019
Gap safe screening rules for sparse-group lasso
E Ndiaye, O Fercoq, A Gramfort, J Salmon
Advances in Neural Information Processing Systems, 388-396, 2016
392016
Optimisation of cancer drug treatments using cell population dynamics
F Billy, J Clairambault, O Fercoq
Mathematical Methods and Models in Biomedicine, 265-309, 2013
392013
Adaptive restart of accelerated gradient methods under local quadratic growth condition
O Fercoq, Z Qu
IMA Journal of Numerical Analysis 39 (4), 2069-2095, 2019
332019
Joint quantile regression in vector-valued RKHSs
M Sangnier, O Fercoq, F d'Alché-Buc
Neural Information Processing Systems, 2016
282016
Efficient smoothed concomitant lasso estimation for high dimensional regression
E Ndiaye, O Fercoq, A Gramfort, V Leclère, J Salmon
Journal of Physics: Conference Series 904 (1), 012006, 2017
262017
Scalable semidefinite programming
A Yurtsever, JA Tropp, O Fercoq, M Udell, V Cevher
SIAM Journal on Mathematics of Data Science 3 (1), 171-200, 2021
242021
Optimization in high dimensions via accelerated, parallel, and proximal coordinate descent
O Fercoq, P Richtárik
SIAM Review 58 (4), 739-771, 2016
212016
A conditional gradient framework for composite convex minimization with applications to semidefinite programming
A Yurtsever, O Fercoq, F Locatello, V Cevher
International Conference on Machine Learning, 5727-5736, 2018
202018
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