Olivier Fercoq
Olivier Fercoq
Verified email at telecom-paristech.fr - Homepage
TitleCited byYear
Accelerated, parallel, and proximal coordinate descent
O Fercoq, P Richtárik
SIAM Journal on Optimization 25 (4), 1997-2023, 2015
2452015
Mind the duality gap: safer rules for the lasso
O Fercoq, A Gramfort, J Salmon
arXiv preprint arXiv:1505.03410, 2015
702015
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
592016
Fast distributed coordinate descent for non-strongly convex losses
O Fercoq, Z Qu, P Richtárik, M Takáč
2014 IEEE International Workshop on Machine Learning for Signal Processing …, 2014
542014
Smooth minimization of nonsmooth functions with parallel coordinate descent methods
O Fercoq, P Richtárik
arXiv preprint arXiv:1309.5885, 2013
492013
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
402013
GAP safe screening rules for sparse multi-task and multi-class models
E Ndiaye, O Fercoq, A Gramfort, J Salmon
Advances in neural information processing systems, 811-819, 2015
372015
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
362014
Restarting accelerated gradient methods with a rough strong convexity estimate
O Fercoq, Z Qu
arXiv preprint arXiv:1609.07358, 2016
352016
Optimisation of cancer drug treatments using cell population dynamics
F Billy, J Clairambault, O Fercoq
Mathematical Methods and Models in Biomedicine, 265-309, 2013
332013
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
322018
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
242019
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
202017
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
182016
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
172017
Adaptive restart of accelerated gradient methods under local quadratic growth condition
O Fercoq, Z Qu
arXiv preprint arXiv:1709.02300, 2017
152017
Optimization in high dimensions via accelerated, parallel, and proximal coordinate descent
O Fercoq, P Richtárik
SIAM Review 58 (4), 739-771, 2016
152016
Joint quantile regression in vector-valued RKHSs
M Sangnier, O Fercoq, F d'Alché-Buc
Advances in Neural Information Processing Systems, 3693-3701, 2016
142016
Parallel coordinate descent for the AdaBoost problem
O Fercoq
2013 12th International Conference on Machine Learning and Applications 1 …, 2013
132013
Perron vector optimization applied to search engines
O Fercoq
Applied Numerical Mathematics 75, 77-99, 2014
122014
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