LIONS @ ICML 2020
ICLM 2020 conference site © 2020 EPFL
Six LIONS publications have been accepted to the thirty-seventh International Conference on Machine Learning (ICML). This annual conference will be held this year from Sun July 12th to Sat July 18th, as Virtual Conference Only.
Six LIONS publications have been accepted to the thirty-seventh International Conference on Machine Learning (ICML) and they are as follows:
Conditional gradient methods for stochastically constrained convex minimization
Maria-Luiza Vladarean (EPFL) · Ahmet Alacaoglu (EPFL) · Ya-Ping Hsieh (EPFL) · Volkan Cevher (EPFL)
Random extrapolation for primal-dual coordinate descent
Ahmet Alacaoglu (EPFL) · Olivier Fercoq (Telecom Paris) · Volkan Cevher (EPFL)
Double-Loop Unadjusted Langevin Algorithm
Paul Rolland (Ecole Polytechnique Fédérale de Lausanne) · Armin Eftekhari (Umea University) · Ali Kavis (EPFL) · Volkan Cevher (EPFL)
Efficient proximal mapping of the 1-path-norm regularizer of shallow networks
Fabian Latorre (EPFL) · Paul Rolland (Ecole Polytechnique Fédérale de Lausanne) · Nadav Hallak (EPFL) · Volkan Cevher (EPFL)
A new regret analysis for Adam-type algorithms
Ahmet Alacaoglu (EPFL) · Yura Malitsky (EPFL) · Panayotis Mertikopoulos (CNRS) · Volkan Cevher (EPFL)
Adaptive Gradient Descent without Descent
Konstantin Mishchenko (King Abdullah University of Science & Technology (KAUST)) · Yura Malitsky (EPFL)