Olivier Fercoq

发表

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

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

Scalable Semidefinite Programming

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

Smooth minimization of nonsmooth functions with parallel coordinate descent methods pdf

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

Joint quantile regression in vector-valued RKHSs

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

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).

Efficient Smoothed Concomitant Lasso Estimation for High Dimensional Regression pdf

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

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

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

Parallel Coordinate Descent for the Adaboost Problem

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

Stochastic Frank-Wolfe for Composite Convex Minimization

Alp Yurtsever, Francesco Locatello, Olivier Fercoq, 2019, NeurIPS.

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

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

Heteroscedastic Concomitant Lasso for sparse multimodal electromagnetic brain imaging

Alexandre Gramfort, Mathurin Massias, Joseph Salmon, 2017 .

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.

An adaptive primal-dual framework for nonsmooth convex minimization

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

Mind the duality gap: safer rules for the Lasso pdf

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

Data sparse nonparametric regression with epsilon-insensitive losses

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

Stochastic Conditional Gradient Method for Composite Convex Minimization pdf

Volkan Cevher, Alp Yurtsever, Francesco Locatello, 2019, ArXiv.

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

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

SDNA: Stochastic Dual Newton Ascent for Empirical Risk Minimization

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

Accelerated, Parallel, and Proximal Coordinate Descent

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

Gap Safe screening rules for sparsity enforcing penalties

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

Using big steps in coordinate descent primal-dual algorithms

Pascal Bianchi, Olivier Fercoq, 2016, 2016 IEEE 55th Conference on Decision and Control (CDC).

Ergodic Control and Polyhedral Approaches to PageRank Optimization

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

Convex analysis Master "Mathematics for data science and big data"

Anne Sabourin, Pascal Bianchi, Olivier Fercoq, 2014 .

Feature selection algorithms for flexible analog-to-feature converter

Patricia Desgreys, Paul Chollet, Olivier Fercoq, 2020, 2020 18th IEEE International New Circuits and Systems Conference (NEWCAS).

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

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

Optimization of the HOTS score of a website's pages

Olivier Fercoq, 2012 .

Random extrapolation for primal-dual coordinate descent pdf

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

Improved Optimistic Algorithms for Logistic Bandits

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

Screening Rules and its Complexity for Active Set Identification pdf

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

Data sparse nonparametric regression with ε-insensitive losses

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

Safe Grid Search with Optimal Complexity

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

PageRank optimization applied to spam detection

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

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

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

Scalable Semidefinite Programming with Linear Minimization Oracles

Volkan Cevher, Alp Yurtsever, Olivier Fercoq, 2019 .

GAP Safe Screening Rules for Sparse-Group Lasso

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

Smooth Primal-Dual Coordinate Descent Algorithms for Nonsmooth Convex Optimization

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

Benchmarking GNN-CMA-ES on the BBOB noiseless testbed

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

Smoothing technique for nonsmooth composite minimization with linear operator

Volkan Cevher, Olivier Fercoq, Quang Van Nguyen, 2017 .

Neural Generative Models for Global Optimization with Gradients pdf

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

Improving Evolutionary Strategies with Generative Neural Networks pdf

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

Convergence of Tomlin's HOTS algorithm

Olivier Fercoq, Olivier Fercoq, 2012, 1205.6727.

Generalized Concomitant Multi-Task Lasso for Sparse Multimodal Regression

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

Almost surely constrained convex optimization

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

Scalable Semidefinite Programming

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