Cotode: Continuous trajectory neural ordinary differential equations for modelling event sequences

I Kuleshov, G Boeva, V Zhuzhel… - arXiv preprint arXiv …, 2024 - arxiv.org
Observation of the underlying actors that generate event sequences reveals that they often
evolve continuously. Most modern methods, however, tend to model such processes …

Hiding Backdoors within Event Sequence Data via Poisoning Attacks

A Ermilova, E Kovtun, D Berestnev… - arXiv preprint arXiv …, 2023 - arxiv.org
The financial industry relies on deep learning models for making important decisions. This
adoption brings new danger, as deep black-box models are known to be vulnerable to …