Olivier Fercoq

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arXiv:1312.5799: Accelerated, parallel and proximal coordinate descent, O. Fercoq and P. Richtárik, 2013.

arXiv:1309.5885: Smooth minimization of nonsmooth functions with parallel coordinate descent methods, Olivier Fercoq and Peter Richtárik, 2013

arXiv:1205.6727: Convergence of Tomlin's HOTS algorithm, Olivier Fercoq, 2012

Papers and book chapters

Synchronisation and control of proliferation in cycling cell population models with age structure, F. Billy, J. Clairambault, O. Fercoq, S. Gaubert, T. Lepoutre, T. Ouillon and S. Saito, Mathematics and Computers in Simulation, 96, pages 66-94, 2014, doi:10.1016/j.matcom.2012.03.005

Perron vector optimization applied to search engines, Olivier Fercoq, Applied Numerical Mathematics, 75, pages 77-99, 2014. doi:10.1016/j.apnum.2012.12.006

Ergodic Control and Polyhedral approaches to PageRank Optimization, Olivier Fercoq, Marianne Akian, Mustapha Bouhtou and Stéphane Gaubert, IEEE Transactions on Automatic and Control, 58(1), pages 134-148, 2013. doi:10.1109/TAC.2012.2226103.

Parallel coordinate descent for the Adaboost problem, Olivier Fercoq, in Proc of the International Conference on Machine Learning and Applications (ICMLA), 2013.

PageRank optimization applied to spam detection, Olivier Fercoq, in 6th International conference on NETwork Games, COntrol and OPtimization (Netgcoop), 2012.

Physiologically structured cell population dynamic models with applications to combined drug delivery optimisation in oncology, Jean Clairambault and Olivier Fercoq, in M. Bachar, J. Batzel and M. Chaplain, editors, Mathematical modelling of cancer growth and treatment, Lecture Notes in Mathematics Biosciences (LNMBIOS subseries). Springer, New York, 2013. To appear.

Optimisation of Cancer Drug Treatments Using Cell Population Dynamics, Frédérique Billy, Jean Clairambault and Olivier Fercoq, pp.257-299 in: Mathematical Methods and Models in Biomedicine, edited by U. Ledzewicz, H. Schättler, A. Friedman and E. Kashdan, in press, 2012

Proliferation in Cell Population Models with Age Structure, F. Billy, J. Clairambault, O. Fercoq, S. Gaubert, T. Lepoutre and T. Ouillon, Numerical Analysis and Applied Mathematics ICNAAM 2011, AIP Conf. Proc. 1389, 1212-12 15

PhD thesis

Optimization of Perron eigenvectors and applications: from web ranking to chronotherapeutics, 17 September 2012, Ecole Polytechnique, France. Jury: Marianne Akian (co-supervisor), Konstantin Avratchenkov (reviewer), Mustapha Bouhtou (co-supervisor), Jean Clairambault (president of the jury), Michel De Lara (examiner), Stephane Gaubert (supervisor), Roberto Tempo (examiner) and Paul Van Dooren (reviewer). Slides

Best PhD Thesis Prize awarded by the Gaspard Monge Program for Optimization and Operations Research, sponsored by ROADEF (French Operations Research Society) and SMAI (French Society for Industrial and Applied Mathematics).