Olivier Fercoq

发表

Smooth minimization of nonsmooth functions with parallel coordinate descent methods pdf

Peter Richtárik, Olivier Fercoq, Peter Richtárik, 2013, Modeling and Optimization: Theory and Applications.

Accelerated, Parallel, and Proximal Coordinate Descent

Peter Richtárik, Olivier Fercoq, Peter Richtárik, 2013, SIAM J. Optim..

Optimization of Perron eigenvectors and applications: from web ranking to chronotherapeutics

Olivier Fercoq, 2012 .

SDNA: Stochastic Dual Newton Ascent for Empirical Risk Minimization

Peter Richtárik, Martin Takác, Zheng Qu, 2015, ICML.

Scalable Semidefinite Programming

Volkan Cevher, Alp Yurtsever, Madeleine Udell, 2019, SIAM J. Math. Data Sci..

Optimization in High Dimensions via Accelerated, Parallel, and Proximal Coordinate Descent

Peter Richtárik, Olivier Fercoq, Peter Richtárik, 2016, SIAM Rev..

Restarting accelerated gradient methods with a rough strong convexity estimate

Zheng Qu, Olivier Fercoq, 2016, 1609.07358.

A Smooth Primal-Dual Optimization Framework for Nonsmooth Composite Convex Minimization

Volkan Cevher, Quoc Tran-Dinh, Olivier Fercoq, 2015, SIAM J. Optim..

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

Volkan Cevher, Alp Yurtsever, Francesco Locatello, 2018, ICML.

Adaptive restart of accelerated gradient methods under local quadratic growth condition

Zheng Qu, Olivier Fercoq, 2017, IMA Journal of Numerical Analysis.

Optimisation of Cancer Drug Treatments Using Cell Population Dynamics

Olivier Fercoq, J. Clairambault, F. Billy, 2013 .

Perron vector optimization applied to search engines

Olivier Fercoq, 2011, 1111.2234.

A generic coordinate descent solver for non-smooth convex optimisation

Olivier Fercoq, 2018, Optimization Methods and Software.

Fast distributed coordinate descent for non-strongly convex losses

Peter Richtárik, Martin Takác, Zheng Qu, 2014, 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP).

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

Alexandre Gramfort, Joseph Salmon, Olivier Fercoq, 2015, NIPS.

A Coordinate-Descent Primal-Dual Algorithm with Large Step Size and Possibly Nonseparable Functions

Pascal Bianchi, Olivier Fercoq, Olivier Fercoq, 2015, SIAM J. Optim..

Linear convergence of dual coordinate descent on non-polyhedral convex problems

I. Necoara, Olivier Fercoq, 2019, 1911.06014.

Physiologically structured cell population dynamic models with applications to combined drug delivery optimisation in oncology

Olivier Fercoq, J. Clairambault, 2016 .

Quadratic error bound of the smoothed gap and the restarted averaged primal-dual hybrid gradient

Olivier Fercoq, 2022, 2206.03041.

Analog-to-feature converter optimization through power-aware feature selection

Olivier Fercoq, P. Desgreys, Antoine Back, 2022 .

Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems

V. Cevher, Olivier Fercoq, P. Latafat, 2023, ICLR.

Méthodes de descente par coordonnée pour les problèmes d’optimisation convexes non-dérivables Coordinate descent methods for non-differentiable convex optimisation problems

Olivier Fercoq, 2019 .

Restarting the accelerated coordinate descent method with a rough strong convexity estimate

Zheng Qu, Olivier Fercoq, 2019, Computational Optimization and Applications.

Benchmarking GNN-CMA-ES on the BBOB noiseless testbed

Olivier Fercoq, Louis Faury, Clément Calauzènes, 2019, GECCO.

Gap Safe screening rules for sparsity enforcing penalties

Alexandre Gramfort, Joseph Salmon, Olivier Fercoq, 2016, J. Mach. Learn. Res..

Restarting the accelerated coordinate descent method with a rough strong convexity estimate

Zheng Qu, Olivier Fercoq, Zheng Qu, 2018, Comput. Optim. Appl..

A Conditional-Gradient-Based Augmented Lagrangian Framework

Volkan Cevher, Alp Yurtsever, Olivier Fercoq, 2019, ICML.

GAP Safe Screening Rules for Sparse-Group Lasso

Alexandre Gramfort, Joseph Salmon, Olivier Fercoq, 2016, NIPS.

Ergodic Control and Polyhedral Approaches to PageRank Optimization

Stéphane Gaubert, Marianne Akian, Mustapha Bouhtou, 2010, IEEE Transactions on Automatic Control.

Heteroscedastic Concomitant Lasso for sparse multimodal electromagnetic brain imaging

Alexandre Gramfort, Mathurin Massias, Joseph Salmon, 2017 .

Almost surely constrained convex optimization

Volkan Cevher, Ion Necoara, Olivier Fercoq, 2019, ICML.

Synchronisation and control of proliferation in cycling cell population models with age structure

Stéphane Gaubert, Jean Clairambault, Olivier Fercoq, 2014, Math. Comput. Simul..

Scalable Semidefinite Programming

Volkan Cevher, Alp Yurtsever, Madeleine Udell, 2019, SIAM J. Math. Data Sci..

Proliferation in Cell Population Models with Age Structure

S. Gaubert, Olivier Fercoq, J. Clairambault, 2011 .

Safe Grid Search with Optimal Complexity

Ichiro Takeuchi, Tam Le, Joseph Salmon, 2018, ICML.

Generalized Concomitant Multi-Task Lasso for Sparse Multimodal Regression

Alexandre Gramfort, Mathurin Massias, Joseph Salmon, 2017, AISTATS.

Joint quantile regression in vector-valued RKHSs

Maxime Sangnier, Florence d'Alché-Buc, Olivier Fercoq, 2016, NIPS.

Mind the duality gap: safer rules for the Lasso pdf

Alexandre Gramfort, Joseph Salmon, Olivier Fercoq, 2015, ICML.

Solving stochastic weak Minty variational inequalities without increasing batch size

V. Cevher, Olivier Fercoq, Panagiotis Patrinos, 2023, ICLR.

Improved Optimistic Algorithms for Logistic Bandits

Marc Abeille, Olivier Fercoq, Louis Faury, 2020, ICML.

Efficient Smoothed Concomitant Lasso Estimation for High Dimensional Regression pdf

Alexandre Gramfort, Joseph Salmon, Vincent Leclère, 2016, ArXiv.

On the Convergence of Stochastic Primal-Dual Hybrid Gradient

V. Cevher, Olivier Fercoq, Ahmet Alacaoglu, 2019, SIAM J. Optim..

Random extrapolation for primal-dual coordinate descent pdf

Volkan Cevher, Olivier Fercoq, Ahmet Alacaoglu, 2020, ICML.

Smooth Primal-Dual Coordinate Descent Algorithms for Nonsmooth Convex Optimization

Volkan Cevher, Quoc Tran-Dinh, Olivier Fercoq, 2017, NIPS.

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

Olivier Fercoq, P. Desgreys, Antoine Back, 2022, Microelectron. J..

Parallel Coordinate Descent for the Adaboost Problem

Olivier Fercoq, Olivier Fercoq, 2013, 2013 12th International Conference on Machine Learning and Applications.

Screening Rules and its Complexity for Active Set Identification pdf

Joseph Salmon, Olivier Fercoq, Eugene Ndiaye, 2020, ArXiv.

Neural Generative Models for Global Optimization with Gradients pdf

Flavian Vasile, Olivier Fercoq, Louis Faury, 2018, ArXiv.

Quadratic error bound of the smoothed gap and the restarted averaged primal-dual hybrid gradient

Olivier Fercoq, 2022, Open J. Math. Optim..

An adaptive primal-dual framework for nonsmooth convex minimization

Volkan Cevher, Quoc Tran-Dinh, Olivier Fercoq, 2018, Mathematical Programming Computation.

Data sparse nonparametric regression with ε-insensitive losses

Maxime Sangnier, Florence d'Alché-Buc, Olivier Fercoq, 2017, ACML.

Data sparse nonparametric regression with-insensitive losses : supplementary material

Min-Ling Zhang, Olivier Fercoq, Maxime Sangnier, 2017 .

DRUG EFFECTS IN HEALTHY AND CANCER CELL POPULATIONS Modelling drug effects on the cell division cycle , healthy and cancer cell populations

B. Perthame, Olivier Fercoq, A. Lorz, 2013 .

PageRank optimization applied to spam detection

Olivier Fercoq, Olivier Fercoq, 2012, 2012 6th International Conference on Network Games, Control and Optimization (NetGCooP).

Open Journal of Mathematical Optimization

Olivier Fercoq, 2023 .

Convergence of Tomlin's HOTS algorithm

Olivier Fercoq, Olivier Fercoq, 2012, 1205.6727.