Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Nicolas Flammarion

Nicolas Flammarion

LIENS, SIERRA

On the effectiveness of adversarial training against common corruptions


Mar 03, 2021
Klim Kireev, Maksym Andriushchenko, Nicolas Flammarion


  Access Paper or Ask Questions

Last iterate convergence of SGD for Least-Squares in the Interpolation regime


Feb 05, 2021
Aditya Varre, Loucas Pillaud-Vivien, Nicolas Flammarion

* 24 pages, 1 figure, 1 Appendix 

  Access Paper or Ask Questions

RobustBench: a standardized adversarial robustness benchmark


Oct 19, 2020
Francesco Croce, Maksym Andriushchenko, Vikash Sehwag, Nicolas Flammarion, Mung Chiang, Prateek Mittal, Matthias Hein


  Access Paper or Ask Questions

Optimal Robust Linear Regression in Nearly Linear Time


Jul 16, 2020
Yeshwanth Cherapanamjeri, Efe Aras, Nilesh Tripuraneni, Michael I. Jordan, Nicolas Flammarion, Peter L. Bartlett


  Access Paper or Ask Questions

Understanding and Improving Fast Adversarial Training


Jul 06, 2020
Maksym Andriushchenko, Nicolas Flammarion


  Access Paper or Ask Questions

On Convergence-Diagnostic based Step Sizes for Stochastic Gradient Descent


Jul 01, 2020
Scott Pesme, Aymeric Dieuleveut, Nicolas Flammarion


  Access Paper or Ask Questions

Online Robust Regression via SGD on the l1 loss


Jul 01, 2020
Scott Pesme, Nicolas Flammarion


  Access Paper or Ask Questions

Sparse-RS: a versatile framework for query-efficient sparse black-box adversarial attacks


Jun 23, 2020
Francesco Croce, Maksym Andriushchenko, Naman D. Singh, Nicolas Flammarion, Matthias Hein


  Access Paper or Ask Questions

Square Attack: a query-efficient black-box adversarial attack via random search


Nov 29, 2019
Maksym Andriushchenko, Francesco Croce, Nicolas Flammarion, Matthias Hein


  Access Paper or Ask Questions

An Efficient Sampling Algorithm for Non-smooth Composite Potentials


Oct 01, 2019
Wenlong Mou, Nicolas Flammarion, Martin J. Wainwright, Peter L. Bartlett


  Access Paper or Ask Questions

Improved Bounds for Discretization of Langevin Diffusions: Near-Optimal Rates without Convexity


Jul 25, 2019
Wenlong Mou, Nicolas Flammarion, Martin J. Wainwright, Peter L. Bartlett


  Access Paper or Ask Questions

Escaping from saddle points on Riemannian manifolds


Jun 18, 2019
Yue Sun, Nicolas Flammarion, Maryam Fazel

* submitted to NeurIPS 2019 

  Access Paper or Ask Questions

Fast Mean Estimation with Sub-Gaussian Rates


Feb 06, 2019
Yeshwanth Cherapanamjeri, Nicolas Flammarion, Peter L. Bartlett


  Access Paper or Ask Questions

Is There an Analog of Nesterov Acceleration for MCMC?


Feb 04, 2019
Yi-An Ma, Niladri Chatterji, Xiang Cheng, Nicolas Flammarion, Peter Bartlett, Michael I. Jordan


  Access Paper or Ask Questions

Sampling Can Be Faster Than Optimization


Nov 20, 2018
Yi-An Ma, Yuansi Chen, Chi Jin, Nicolas Flammarion, Michael I. Jordan


  Access Paper or Ask Questions

Gen-Oja: A Simple and Efficient Algorithm for Streaming Generalized Eigenvector Computation


Nov 20, 2018
Kush Bhatia, Aldo Pacchiano, Nicolas Flammarion, Peter L. Bartlett, Michael I. Jordan

* Accepted at NIPS 2018 

  Access Paper or Ask Questions

Averaging Stochastic Gradient Descent on Riemannian Manifolds


Jun 08, 2018
Nilesh Tripuraneni, Nicolas Flammarion, Francis Bach, Michael I. Jordan

* COLT 2018 

  Access Paper or Ask Questions

On the Theory of Variance Reduction for Stochastic Gradient Monte Carlo


Feb 15, 2018
Niladri S. Chatterji, Nicolas Flammarion, Yi-An Ma, Peter L. Bartlett, Michael I. Jordan

* 37 pages; 4 figures 

  Access Paper or Ask Questions

Stochastic Composite Least-Squares Regression with convergence rate O(1/n)


Feb 21, 2017
Nicolas Flammarion, Francis Bach


  Access Paper or Ask Questions

Robust Discriminative Clustering with Sparse Regularizers


Aug 29, 2016
Nicolas Flammarion, Balamurugan Palaniappan, Francis Bach


  Access Paper or Ask Questions

Optimal Rates of Statistical Seriation


Aug 01, 2016
Nicolas Flammarion, Cheng Mao, Philippe Rigollet

* V2 corrects an error in Lemma A.1, v3 corrects appendix F on unimodal regression where the bounds now hold with polynomial probability rather than exponential 

  Access Paper or Ask Questions

Harder, Better, Faster, Stronger Convergence Rates for Least-Squares Regression


Feb 24, 2016
Aymeric Dieuleveut, Nicolas Flammarion, Francis Bach


  Access Paper or Ask Questions

From Averaging to Acceleration, There is Only a Step-size


Apr 07, 2015
Nicolas Flammarion, Francis Bach


  Access Paper or Ask Questions