Iutzeler, Franck

13 publications

ICML 2025 On the Private Estimation of Smooth Transport Maps Clément Lalanne, Franck Iutzeler, Jean-Michel Loubes, Julien Chhor

TMLR 2025 Risk-Controlling Prediction with Distributionally Robust Optimization Franck Iutzeler, Adrien Mazoyer

ICML 2025 The Global Convergence Time of Stochastic Gradient Descent in Non-Convex Landscapes: Sharp Estimates via Large Deviations Waı̈ss Azizian, Franck Iutzeler, Jerome Malick, Panayotis Mertikopoulos

NeurIPS 2024 Derivatives of Stochastic Gradient Descent in Parametric Optimization Franck Iutzeler, Edouard Pauwels, Samuel Vaiter

ICML 2024 What Is the Long-Run Distribution of Stochastic Gradient Descent? a Large Deviations Analysis Waı̈ss Azizian, Franck Iutzeler, Jerome Malick, Panayotis Mertikopoulos

NeurIPS 2023 Exact Generalization Guarantees for (Regularized) Wasserstein Distributionally Robust Models Waïss Azizian, Franck Iutzeler, Jérôme Malick

JMLR 2022 Multi-Agent Online Optimization with Delays: Asynchronicity, Adaptivity, and Optimism Yu-Guan Hsieh, Franck Iutzeler, Jérôme Malick, Panayotis Mertikopoulos

JAIR 2021 Learning over No-Preferred and Preferred Sequence of Items for Robust Recommendation Aleksandra Burashnikova, Yury Maximov, Marianne Clausel, Charlotte Laclau, Franck Iutzeler, Massih-Reza Amini

COLT 2021 The Last-Iterate Convergence Rate of Optimistic Mirror Descent in Stochastic Variational Inequalities Waïss Azizian, Franck Iutzeler, Jérôme Malick, Panayotis Mertikopoulos

NeurIPS 2020 Explore Aggressively, Update Conservatively: Stochastic Extragradient Methods with Variable Stepsize Scaling Yu-Guan Hsieh, Franck Iutzeler, Jérôme Malick, Panayotis Mertikopoulos

NeurIPS 2019 On the Convergence of Single-Call Stochastic Extra-Gradient Methods Yu-Guan Hsieh, Franck Iutzeler, Jérôme Malick, Panayotis Mertikopoulos

ICML 2018 A Delay-Tolerant Proximal-Gradient Algorithm for Distributed Learning Konstantin Mishchenko, Franck Iutzeler, Jérôme Malick, Massih-Reza Amini

NeurIPS 2017 Aggressive Sampling for Multi-Class to Binary Reduction with Applications to Text Classification Bikash Joshi, Massih R. Amini, Ioannis Partalas, Franck Iutzeler, Yury Maximov