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Olivier Fercoq
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2020 – today
- 2023
- [j15]Olivier Fercoq:
Quadratic error bound of the smoothed gap and the restarted averaged primal-dual hybrid gradient. Open J. Math. Optim. 4: 1-34 (2023) - [c23]Thomas Pethick, Olivier Fercoq, Puya Latafat, Panagiotis Patrinos, Volkan Cevher:
Solving stochastic weak Minty variational inequalities without increasing batch size. ICLR 2023 - [i21]Thomas Pethick, Olivier Fercoq, Puya Latafat, Panagiotis Patrinos
, Volkan Cevher:
Solving stochastic weak Minty variational inequalities without increasing batch size. CoRR abs/2302.09029 (2023) - [i20]Thomas Pethick, Puya Latafat, Panagiotis Patrinos
Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems. CoRR abs/2302.09831 (2023) - 2022
- [j14]Antoine Back
Power-aware feature selection for optimized Analog-to-Feature converter. Microelectron. J. 122: 105386 (2022) - [j13]Ion Necoara
Linear Convergence of Random Dual Coordinate Descent on Nonpolyhedral Convex Problems. Math. Oper. Res. 47(4): 2641-2666 (2022) - [j12]Ahmet Alacaoglu, Olivier Fercoq
On the Convergence of Stochastic Primal-Dual Hybrid Gradient. SIAM J. Optim. 32(2): 1288-1318 (2022) - [c22]Thomas Pethick, Puya Latafat, Panos Patrinos, Olivier Fercoq, Volkan Cevher:
Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems. ICLR 2022 - 2021
- [j11]Olivier Fercoq
A generic coordinate descent solver for non-smooth convex optimisation. Optim. Methods Softw. 36(6): 1202-1222 (2021) - [j10]Alp Yurtsever, Joel A. Tropp
Scalable Semidefinite Programming. SIAM J. Math. Data Sci. 3(1): 171-200 (2021) - 2020
- [j9]Olivier Fercoq
Restarting the accelerated coordinate descent method with a rough strong convexity estimate. Comput. Optim. Appl. 75(1): 63-91 (2020) - [j8]Quoc Tran-Dinh, Ahmet Alacaoglu, Olivier Fercoq, Volkan Cevher:
An adaptive primal-dual framework for nonsmooth convex minimization. Math. Program. Comput. 12(3): 451-491 (2020) - [c21]Ahmet Alacaoglu, Olivier Fercoq, Volkan Cevher
Random extrapolation for primal-dual coordinate descent. ICML 2020: 191-201 - [c20]Louis Faury, Marc Abeille, Clément Calauzènes, Olivier Fercoq:
Improved Optimistic Algorithms for Logistic Bandits. ICML 2020: 3052-3060 - [c19]Antoine Back
Feature selection algorithms for flexible analog-to-feature converter. NEWCAS 2020: 186-189 - [i19]Louis Faury, Marc Abeille, Clément Calauzènes, Olivier Fercoq:
Improved Optimistic Algorithms for Logistic Bandits. CoRR abs/2002.07530 (2020) - [i18]Ahmet Alacaoglu, Olivier Fercoq, Volkan Cevher:
Random extrapolation for primal-dual coordinate descent. CoRR abs/2007.06528 (2020) - [i17]Eugène Ndiaye, Olivier Fercoq, Joseph Salmon:
Screening Rules and its Complexity for Active Set Identification. CoRR abs/2009.02709 (2020)
2010 – 2019
- 2019
- [j7]Olivier Fercoq
A Coordinate-Descent Primal-Dual Algorithm with Large Step Size and Possibly Nonseparable Functions. SIAM J. Optim. 29(1): 100-134 (2019) - [c18]Louis Faury, Clément Calauzènes, Olivier Fercoq:
Benchmarking GNN-CMA-ES on the BBOB noiseless testbed. GECCO (Companion) 2019: 1928-1936 - [c17]Olivier Fercoq, Ahmet Alacaoglu, Ion Necoara, Volkan Cevher
Almost surely constrained convex optimization. ICML 2019: 1910-1919 - [c16]Eugène Ndiaye, Tam Le, Olivier Fercoq, Joseph Salmon, Ichiro Takeuchi:
Safe Grid Search with Optimal Complexity. ICML 2019: 4771-4780 - [c15]Alp Yurtsever, Olivier Fercoq, Volkan Cevher
A Conditional-Gradient-Based Augmented Lagrangian Framework. ICML 2019: 7272-7281 - [c14]Francesco Locatello, Alp Yurtsever, Olivier Fercoq, Volkan Cevher
Stochastic Frank-Wolfe for Composite Convex Minimization. NeurIPS 2019: 14246-14256 - [i16]Francesco Locatello, Alp Yurtsever, Olivier Fercoq, Volkan Cevher:
Stochastic Conditional Gradient Method for Composite Convex Minimization. CoRR abs/1901.10348 (2019) - [i15]Louis Faury, Clément Calauzènes, Olivier Fercoq, Syrine Krichene
Improving Evolutionary Strategies with Generative Neural Networks. CoRR abs/1901.11271 (2019) - 2018
- [j6]Quoc Tran-Dinh, Olivier Fercoq, Volkan Cevher
A Smooth Primal-Dual Optimization Framework for Nonsmooth Composite Convex Minimization. SIAM J. Optim. 28(1): 96-134 (2018) - [c13]Mathurin Massias, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon:
Generalized Concomitant Multi-Task Lasso for Sparse Multimodal Regression. AISTATS 2018: 998-1007 - [c12]Alp Yurtsever, Olivier Fercoq, Francesco Locatello, Volkan Cevher
A Conditional Gradient Framework for Composite Convex Minimization with Applications to Semidefinite Programming. ICML 2018: 5713-5722 - [i14]Louis Faury, Flavian Vasile, Clément Calauzènes, Olivier Fercoq:
Neural Generative Models for Global Optimization with Gradients. CoRR abs/1805.08594 (2018) - [i13]Eugène Ndiaye, Tam Le, Olivier Fercoq, Joseph Salmon, Ichiro Takeuchi:
Safe Grid Search with Optimal Complexity. CoRR abs/1810.05471 (2018) - 2017
- [j5]Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon:
Gap Safe Screening Rules for Sparsity Enforcing Penalties. J. Mach. Learn. Res. 18: 128:1-128:33 (2017) - [c11]Maxime Sangnier, Olivier Fercoq, Florence d'Alché-Buc:
Data sparse nonparametric regression with ε-insensitive losses. ACML 2017: 192-207 - [c10]Ahmet Alacaoglu, Quoc Tran-Dinh, Olivier Fercoq, Volkan Cevher
Smooth Primal-Dual Coordinate Descent Algorithms for Nonsmooth Convex Optimization. NIPS 2017: 5852-5861 - 2016
- [j4]Olivier Fercoq, Peter Richtárik:
Optimization in High Dimensions via Accelerated, Parallel, and Proximal Coordinate Descent. SIAM Rev. 58(4): 739-771 (2016) - [c9]Pascal Bianchi, Olivier Fercoq:
Using big steps in coordinate descent primal-dual algorithms. CDC 2016: 1895-1899 - [c8]Zheng Qu, Peter Richtárik, Martin Takác, Olivier Fercoq:
SDNA: Stochastic Dual Newton Ascent for Empirical Risk Minimization. ICML 2016: 1823-1832 - [c7]Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon:
GAP Safe Screening Rules for Sparse-Group Lasso. NIPS 2016: 388-396 - [c6]Maxime Sangnier, Olivier Fercoq, Florence d'Alché-Buc:
Joint quantile regression in vector-valued RKHSs. NIPS 2016: 3693-3701 - [i12]Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon:
GAP Safe Screening Rules for Sparse-Group-Lasso. CoRR abs/1602.06225 (2016) - [i11]Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Vincent Leclère, Joseph Salmon:
Efficient Smoothed Concomitant Lasso Estimation for High Dimensional Regression. CoRR abs/1606.02702 (2016) - [i10]Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon:
Gap Safe screening rules for sparsity enforcing penalties. CoRR abs/1611.05780 (2016) - 2015
- [j3]Olivier Fercoq, Peter Richtárik:
Accelerated, Parallel, and Proximal Coordinate Descent. SIAM J. Optim. 25(4): 1997-2023 (2015) - [c5]Olivier Fercoq, Alexandre Gramfort, Joseph Salmon:
Mind the duality gap: safer rules for the Lasso. ICML 2015: 333-342 - [c4]Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon:
GAP Safe screening rules for sparse multi-task and multi-class models. NIPS 2015: 811-819 - [i9]Zheng Qu, Peter Richtárik, Martin Takác, Olivier Fercoq:
SDNA: Stochastic Dual Newton Ascent for Empirical Risk Minimization. CoRR abs/1502.02268 (2015) - [i8]Olivier Fercoq, Alexandre Gramfort, Joseph Salmon:
Mind the duality gap: safer rules for the Lasso. CoRR abs/1505.03410 (2015) - [i7]Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon:
GAP Safe screening rules for sparse multi-task and multi-class models. CoRR abs/1506.03736 (2015) - 2014
- [j2]Frédérique Billy, Jean Clairambault, Olivier Fercoq, Stéphane Gaubert, Thomas Lepoutre, Thomas Ouillon, Shoko Saito:
Synchronisation and control of proliferation in cycling cell population models with age structure. Math. Comput. Simul. 96: 66-94 (2014) - [c3]Olivier Fercoq, Zheng Qu
Fast distributed coordinate descent for non-strongly convex losses. MLSP 2014: 1-6 - [i6]Olivier Fercoq, Zheng Qu, Peter Richtárik, Martin Takác:
Fast Distributed Coordinate Descent for Non-Strongly Convex Losses. CoRR abs/1405.5300 (2014) - 2013
- [j1]Olivier Fercoq, Marianne Akian, Mustapha Bouhtou, Stephane Gaubert:
Ergodic Control and Polyhedral Approaches to PageRank Optimization. IEEE Trans. Autom. Control. 58(1): 134-148 (2013) - [c2]Olivier Fercoq:
Parallel Coordinate Descent for the Adaboost Problem. ICMLA (1) 2013: 354-358 - [i5]Olivier Fercoq, Peter Richtárik:
Smooth minimization of nonsmooth functions with parallel coordinate descent methods. CoRR abs/1309.5885 (2013) - [i4]Olivier Fercoq:
Parallel coordinate descent for the Adaboost problem. CoRR abs/1310.1840 (2013) - [i3]Olivier Fercoq, Peter Richtárik:
Accelerated, Parallel and Proximal Coordinate Descent. CoRR abs/1312.5799 (2013) - 2012
- [c1]Olivier Fercoq:
PageRank optimization applied to spam detection. NetGCooP 2012: 127-134 - [i2]Olivier Fercoq:
PageRank optimization applied to spam detection. CoRR abs/1203.1457 (2012) - 2010
- [i1]Olivier Fercoq, Marianne Akian, Mustapha Bouhtou, Stéphane Gaubert:
Ergodic Control and Polyhedral approaches to PageRank Optimization. CoRR abs/1011.2348 (2010)
Coauthor Index
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