no code implementations • 29 May 2021 • Lê-Nguyên Hoang, Louis Faucon, Aidan Jungo, Sergei Volodin, Dalia Papuc, Orfeas Liossatos, Ben Crulis, Mariame Tighanimine, Isabela Constantin, Anastasiia Kucherenko, Alexandre Maurer, Felix Grimberg, Vlad Nitu, Chris Vossen, Sébastien Rouault, El-Mahdi El-Mhamdi
We outline the structure of the Tournesol database, the key features of the Tournesol platform and the main hurdles that must be overcome to make it a successful project.
no code implementations • 12 Feb 2020 • Sergei Volodin, Nevan Wichers, Jeremy Nixon
We consider the problem of inferring a causal model of a reinforcement learning environment and we propose a method to deal with spurious correlations.
3 code implementations • ICLR 2020 • El-Mahdi El-Mhamdi, Rachid Guerraoui, Andrei Kucharavy, Sergei Volodin
We study fault tolerance of neural networks subject to small random neuron/weight crash failures in a probabilistic setting.
1 code implementation • 1 Oct 2018 • Anatoly Dymarsky, Elena Gryazina, Sergei Volodin, Boris Polyak
We consider several basic questions pertaining to the geometry of image of a general quadratic map.
Optimization and Control