Designing an attack-defense game: how to increase robustness of financial transaction models via a competition

no code implementations • 22 Aug 2023 • Alexey Zaytsev, Alex Natekin, Evgeni Vorsin, Valerii Smirnov, Georgii Smirnov, Oleg Sidorshin, Alexander Senin, Alexander Dudin, Dmitry Berestnev

We aim to investigate the current state and dynamics of adversarial attacks and defenses for neural network models that use sequential financial data as the input.

Humans Keep It One Hundred: an Overview of AI Journey

1 code implementation • LREC 2020 • Tatiana Shavrina, Anton Emelyanov, Alena Fenogenova, Vadim Fomin, Vladislav Mikhailov, Andrey Evlampiev, Valentin Malykh, Vladimir Larin, Alex Natekin, Aleks Vatulin, R, Peter Romov, Daniil Anastasiev, Nikolai Zinov, Andrey Chertok

Artificial General Intelligence (AGI) is showing growing performance in numerous applications - beating human performance in Chess and Go, using knowledge bases and text sources to answer questions (SQuAD) and even pass human examination (Aristo project).

Text Generation