Alexandre d'Aspremont - Research

Working Papers


  • A. d'Aspremont, D. Scieur, A Taylor, Acceleration Methods.
    Preprint on ArXiv: 2101.09545. Foundations and Trends in Optimization, Vol. 5, No. 1-2, pp 1-245, December 2021.

Refereed Publications

  • T. Kerdreux, A. d'Aspremont, S. Pokutta, Restarting Frank-Wolfe.
    Preprint on ArXiv: 1810.02429. Journal of Optimization Theory and Applications, 192 (3), 799-829, March 2022.

Notes, Conference Papers, Discussion Papers, Surveys, etc…

  • K. Vervier, P. Mahé, A. d’Aspremont, JB. Veyrieras, JP. Vert On Learning Matrices with Orthogonal Columns
    Machine Learning and Knowledge Discovery in Databases, Lecture Notes in Computer Science Volume 8726, 2014, pp 274-289.