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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 : ⟩
Theses 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⟩
Journal articles hal-00662885v1

Random extrapolation for primal-dual coordinate descent

Ahmet Alacaoglu , Olivier Fercoq , Volkan Cevher
International conference on machine learning, Jul 2020, online, France
Conference papers hal-02899036v1
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Coordinate descent methods for non-differentiable convex optimisation problems

Olivier Fercoq
Optimization and Control [math.OC]. Sorbonne Université, 2019
Habilitation à diriger des recherches tel-02944077v1

A Conditional Gradient-Based Augmented Lagrangian Framework

Alp Yurtsever , Olivier Fercoq , Volkan Cevher
International Conference on Machine Learning, 2019, Long Beach, United States
Conference papers hal-02007601v1
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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⟩
Conference papers 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⟩
Journal articles hal-01413791v1

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
Conference papers hal-02288504v1

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⟩
Journal articles hal-02269132v1

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⟩
Book sections hal-02269142v1
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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
Conference papers hal-01272327v2

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
Journal articles hal-02933051v1
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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
Conference papers hal-02932836v1
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Quadratic error bound of the smoothed gap and the restarted averaged primal-dual hybrid gradient

Olivier Fercoq
2023
Preprints, Working Papers, ... hal-03228252v3

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
Conference papers hal-04075832v1

Convergence Speed of a Primal-Dual Coordinate Descent Method

Olivier Fercoq
KAUST Research Workshop on Optimization and Big Data, Feb 2018, Tuwal, Saudi Arabia
Conference papers hal-02288522v1

PageRank optimization applied to spam detection

Olivier Fercoq
6th International conference on NETwork Games, COntrol and OPtimization (Netgcoop), Nov 2012, Avignon, France, France
Conference papers 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
Journal articles hal-01497104v2
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Physiologically structured cell population dynamic models with applications to combined drug delivery optimisation in oncology

Jean Clairambault , Olivier Fercoq
2016
Preprints, Working Papers, ... hal-01321536v1

Smoothing technique for nonsmooth composite minimization with linear operator

Quang Van Nguyen , Olivier Fercoq , Volkan Cevher
2019
Preprints, Working Papers, ... hal-02287628v1
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Improved Optimistic Algorithms for Logistic Bandits

Louis Faury , Marc Abeille , Clément Calauzènes , Olivier Fercoq
2020
Preprints, Working Papers, ... hal-02767843v1

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
Conference papers hal-02292460v1

On the convergence of stochastic primal-dual hybrid gradient

Ahmet Alacaoglu , Olivier Fercoq , Volkan Cevher
SIAM Journal on Optimization, 2022, 32 (2), pp.1288-1318. ⟨10.1137/19M1296252⟩
Journal articles hal-02362067v1
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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⟩
Book sections istex hal-00770366v1

Convergence of Tomlin's HOTS algorithm

Olivier Fercoq
2012
Preprints, Working Papers, ... hal-00778088v1

Benchmarking GNN-CMA-ES on the BBOB noiseless testbed

Louis Faury , Clément Calauzènes , Olivier Fercoq
the Genetic and Evolutionary Computation Conference Companion, Jul 2019, Prague, Czech Republic. pp.1928-1936
Conference papers hal-02269139v1

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
Journal articles hal-02287465v1

An Adaptive Primal-Dual Framework for Nonsmooth Convex Minimization

Quoc Tran-Dinh , Ahmet Alacaoglu , Olivier Fercoq , Volkan Cevher
Mathematical Programming Computation, 2018
Journal articles hal-02287962v1

Accelerated, Parallel, and Proximal Coordinate Descent

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

GAP Safe screening rules for sparse multi-task and multi-class models

Eugène Ndiaye , Olivier Fercoq , Alexandre Gramfort , Joseph Salmon
Conference on Neural Information Processing Systems, Dec 2015, Montréal, Canada
Conference papers hal-02287197v1