Logos of ICLR and AISTATS © 2022 EPFL

Logos of ICLR and AISTATS © 2022 EPFL

The following LIONS papers have been accepted to ICLR 2022 (10th International Conference on Learning Representations) and AISTATS 2022 (25th International Conference on Artificial Intelligence and Statistics). Both conferences will be held virtually.
AISTATS: March 28-30, 2022
ICLR: April 25-29, 2022

ICLR 2022

Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems
Thomas Pethick, Puya Latafat, Panos Patrinos, Olivier Fercoq, Volkan Cevher (spotlight)

Controlling the Complexity and Lipschitz Constant improves Polynomial Nets
Zhenyu Zhu, Fabian Latorre, Grigorios Chrysos, Volkan Cevher (poster presentation)

The Spectral Bias of Polynomial Neural Networks
Moulik Choraria, Leello Tadesse Dadi, Grigorios Chrysos, Julien Mairal, Volkan Cevher (poster presentation)

High Probability Bounds for a Class of Nonconvex Algorithms with AdaGrad Stepsize
Ali Kavis, Kfir Yehuda Levy, Volkan Cevher (poster presentation)


Faster One-Sample Stochastic Conditional Gradient Method for Composite Convex Minimization
Dresdner, Gideon; Vladarean, Maria-Luiza; Rätsch, Gunnar; Locatello, Francesco; Cevher, Volkan; Yurtsever, Alp