Hugo Ferreira

According to our database, Hugo Ferreira authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Deep-Graph-Sprints: Accelerated Representation Learning in Continuous-Time Dynamic Graphs.

Ahmad Naser Eddin, Jacopo Bono, David Oliveira Aparício, Hugo Ferreira, Pedro Manuel Pinto Ribeiro, Pedro Bizarro

Trans. Mach. Learn. Res., 2024

Mind the truncation gap: challenges of learning on dynamic graphs with recurrent architectures.

João Bravo, Jacopo Bono, Hugo Ferreira, Pedro Saleiro, Pedro Bizarro

Trans. Mach. Learn. Res., 2024

2023

Adversarial training for tabular data with attack propagation.

Tiago Leon Melo, João Bravo, Marco O. P. Sampaio, Paolo Romano, Hugo Ferreira, João Tiago Ascensão, Pedro Bizarro

CoRR, 2023

From random-walks to graph-sprints: a low-latency node embedding framework on continuous-time dynamic graphs.

Jacopo Bono, Ahmad Naser Eddin, David Aparício, Hugo Ferreira, João Tiago Ascensão, Pedro Ribeiro, Pedro Bizarro

Proceedings of the 4th ACM International Conference on AI in Finance, 2023

2022

Lightweight Automated Feature Monitoring for Data Streams.

João Conde, Ricardo Moreira, João Torres, Pedro Cardoso, Hugo R. C. Ferreira, Marco O. P. Sampaio, João Tiago Ascensão, Pedro Bizarro

CoRR, 2022