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Random extrapolation for primal-dual coordinate descent

 Ahmet Alacaoglu , Olivier Fercoq , Volkan Cevher
International conference on machine learning, Jul 2020, online, France
Communication dans un congrès hal-02899036v1
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Optimization of Perron eigenvectors and applications: from web ranking to chronotherapeutics

 Olivier Fercoq
Optimization and Control [math.OC]. Ecole Polytechnique X, 2012. English. ⟨NNT : ⟩
Thèse pastel-00743187v1
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Synchronisation and control of proliferation in cycling cell population models with age structure

 Frédérique Billy , Jean Clairambault , Olivier Fercoq , Stéphane Gaubert , Thomas Lepoutre , et al.
Mathematics and Computers in Simulation, 2014, 96, pp.66-94. ⟨10.1016/j.matcom.2012.03.005⟩
Article dans une revue hal-00662885v1

Convergence Speed of a Primal-Dual Coordinate Descent Method

 Olivier Fercoq
KAUST Research Workshop on Optimization and Big Data, Feb 2018, Tuwal, Saudi Arabia
Communication dans un congrès hal-02288522v1

Solving stochastic weak Minty variational inequalities without increasing batch size

 Thomas Pethick , Olivier Fercoq , Puya Latafat , Panagiotis Patrinos , Volkan Cevher
International Conference on Learning Representations ICLR, 2023, Kigali, Rwanda
Communication dans un congrès hal-04075832v1

Screening Rules and its Complexity for Active Set Identification

 Eugene Ndiaye , Olivier Fercoq , Joseph Salmon
Journal of Convex Analysis, 2021, 28 (4), pp.1053--1072
Article dans une revue hal-02933051v1
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Quadratic error bound of the smoothed gap and the restarted averaged primal-dual hybrid gradient

 Olivier Fercoq
Open Journal of Mathematical Optimization, 2023, 4, pp.1-34. ⟨10.5802/ojmo.26⟩
Article dans une revue hal-03228252v3
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Improved Optimistic Algorithms for Logistic Bandits

 Louis Faury , Marc Abeille , Clément Calauzènes , Olivier Fercoq
International Conference of Machine Learning, Jul 2020, Vienne, Austria
Communication dans un congrès hal-02932836v1
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Analog-to-feature converter optimization through power-aware feature selection

 Antoine Back , Paul Chollet , Olivier Fercoq , Patricia Desgreys
International Conference on Analog VLSI Circuits, Oct 2021, Bordeaux, France
Communication dans un congrès hal-03329932v2
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The Smoothed Duality Gap as a Stopping Criterion

 Iyad Walwil , Olivier Fercoq
2024
Pré-publication, Document de travail hal-04501394v1
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Joint quantile regression in vector-valued RKHSs

 Maxime Sangnier , Olivier Fercoq , Florence d'Alché-Buc
Neural Information Processing Systems, Dec 2016, Barcelona, France
Communication dans un congrès hal-01272327v2

Smooth Minimization of Nonsmooth Functions with Parallel Coordinate Descent Methods

 Olivier Fercoq , Peter Richtárik
Modeling and Optimization: Theory and Applications, pp.57-96, 2019, ⟨10.1007/978-3-030-12119-8_4⟩
Chapitre d'ouvrage hal-02269142v1

Adaptive restart of accelerated gradient methods under local quadratic growth condition

 Olivier Fercoq , Zheng Qu
IMA Journal of Numerical Analysis, 2019, ⟨10.1093/imanum/drz007⟩
Article dans une revue hal-02269132v1
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Improved Optimistic Algorithms for Logistic Bandits

 Louis Faury , Marc Abeille , Clément Calauzènes , Olivier Fercoq
2020
Pré-publication, Document de travail hal-02767843v1

PageRank optimization applied to spam detection

 Olivier Fercoq
6th International conference on NETwork Games, COntrol and OPtimization (Netgcoop), Nov 2012, Avignon, France, France
Communication dans un congrès hal-00782844v1
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A Coordinate Descent Primal-Dual Algorithm with Large Step Size and Possibly Non Separable Functions

 Olivier Fercoq , Pascal Bianchi
SIAM Journal on Optimization, 2019, 29 (1), pp.100-134
Article dans une revue hal-01497104v2

A Conditional Gradient Framework for Composite Convex Minimization with Applications to Semidefinite Programming

 Alp Yurtsever , Olivier Fercoq , Volkan Cevher , Francesco Locatello
International Conference on Machine Learning, Jul 2018, Stockholm, Sweden
Communication dans un congrès hal-02292460v1
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Physiologically structured cell population dynamic models with applications to combined drug delivery optimisation in oncology

 Jean Clairambault , Olivier Fercoq
2016
Pré-publication, Document de travail hal-01321536v1

Smoothing technique for nonsmooth composite minimization with linear operator

 Quang Van Nguyen , Olivier Fercoq , Volkan Cevher
2019
Pré-publication, Document de travail hal-02287628v1
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Coordinate descent methods for non-differentiable convex optimisation problems

 Olivier Fercoq
Optimization and Control [math.OC]. Sorbonne Université, 2019
HDR tel-02944077v1
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Monitoring the Convergence Speed of PDHG to Find Better Primal and Dual Step Sizes

 Olivier Fercoq
2024
Pré-publication, Document de travail hal-04523222v1
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Modelling targets for anticancer drug control optimisation in physiologically structured cell population models

 Frédérique Billy , Jean Clairambault , Olivier Fercoq , Tommaso Lorenzi , Alexander Lorz , et al.
ICNAAM 2012 - 10th international conference of numerical analysis and applied mathematics, Simos, Thodoros, Sep 2012, Kos, Greece. pp.1323-1326, ⟨10.1063/1.4756399⟩
Communication dans un congrès hal-00780721v1
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Physiologically structured cell population dynamic models with applications to combined drug delivery optimisation in oncology

 Jean Clairambault , Olivier Fercoq
Mathematical Modelling of Natural Phenomena, 2016, pp.22. ⟨10.1051/mmnp/201611604⟩
Article dans une revue hal-01413791v1

A Conditional Gradient-Based Augmented Lagrangian Framework

 Alp Yurtsever , Olivier Fercoq , Volkan Cevher
International Conference on Machine Learning, 2019, Long Beach, United States
Communication dans un congrès hal-02007601v1

Smooth Primal-Dual Coordinate Descent Algorithms for Nonsmooth Convex Optimization

 Ahmet Alacaoglu , Quoc Tran-Dinh , Olivier Fercoq , Volkan Cevher
Conference on Neural Information Processing Systems, Dec 2017, Long Beach, United States
Communication dans un congrès hal-02288504v1

Accelerated, Parallel, and Proximal Coordinate Descent

 Olivier Fercoq , Peter Richtárik
SIAM Journal on Optimization, 2015, 25 (4), pp.1997-2023
Article dans une revue hal-02287265v1

Power-aware feature selection for optimized Analog-to-Feature converter

 Antoine Back , Paul Chollet , Olivier Fercoq , Patricia Desgreys
Microelectronics Journal, 2022
Article dans une revue hal-03581457v1
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Optimisation of cancer drug treatments using cell population dynamics

 Frédérique Billy , Jean Clairambault , Olivier Fercoq
Urszula Ledzewicz and Heinz Schättler and Avner Friedman and Eugene Kashdan. Mathematical Methods and Models in Biomedicine, Springer New York, pp.265, 2013, Lecture Notes on Mathematical Modelling in the Life Sciences, 978-1-4614-4178-6. ⟨10.1007/978-1-4614-4178-6_10⟩
Chapitre d'ouvrage istex hal-00770366v1

Convergence of Tomlin's HOTS algorithm

 Olivier Fercoq
2012
Pré-publication, Document de travail hal-00778088v1

A Smooth Primal-Dual Optimization Framework for Nonsmooth Composite Minimization

 Quoc Tran-Dinh , Olivier Fercoq , Volkan Cevher
SIAM Journal on Optimization, 2018, 28 (1), pp.96-134
Article dans une revue hal-02287465v1
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