no code implementations • 12 Jan 2023 • Vaiva Vasiliauskaite, Nino Antulov-Fantulin
Focusing on complex systems whose dynamics are described with a system of first-order differential equations coupled through a graph, we show that extending the model's generalizability beyond traditional statistical learning theory limits is feasible.
no code implementations • 5 Jul 2022 • Vaibhav Krishna, Vaiva Vasiliauskaite, Nino Antulov-Fantulin
Most of the existing approaches predict users' expertise based on their past question answering behavior and the content of new questions.
no code implementations • 17 Nov 2021 • Vaiva Vasiliauskaite, Fabrizio Lillo, Nino Antulov-Fantulin
We study the information dynamics between the largest Bitcoin exchange markets during the bubble in 2017-2018.
1 code implementation • 27 Oct 2021 • M. Eren Akbiyik, Mert Erkul, Killian Kaempf, Vaiva Vasiliauskaite, Nino Antulov-Fantulin
Using this data, we built several deep learning architectures that utilized different combinations of the gathered information.