Marco O. P. Sampaio

According to our database, Marco O. P. Sampaio authored at least 7 papers between 2019 and 2024.

Collaborative distances:

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

2024

Cost-Sensitive Learning to Defer to Multiple Experts with Workload Constraints.

Jean V. Alves, Diogo Leitão, Sérgio M. Jesus, Marco O. P. Sampaio, Javier Liébana, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro

Trans. Mach. Learn. Res., 2024

2023

FiFAR: A Fraud Detection Dataset for Learning to Defer.

Jean V. Alves, Diogo Leitão, Sérgio M. Jesus, Marco O. P. Sampaio, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro

CoRR, 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

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

2021

Active learning for online training in imbalanced data streams under cold start.

Ricardo Barata, Miguel Leite, Ricardo Pacheco, Marco O. P. Sampaio, João Tiago Ascensão, Pedro Bizarro

CoRR, 2021

Active learning for imbalanced data under cold start.

Ricardo Barata, Miguel Leite, Ricardo Pacheco, Marco O. P. Sampaio, João Tiago Ascensão, Pedro Bizarro

Proceedings of the ICAIF'21: 2nd ACM International Conference on AI in Finance, Virtual Event, November 3, 2021

2019

Automatic Model Monitoring for Data Streams.

Fábio Pinto, Marco O. P. Sampaio, Pedro Bizarro

CoRR, 2019