Marco O. P. Sampaio

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Top Venues

Trans. Mach. Learn. Res.

Publications

Jean V. Alves, Diogo Leitão, Sérgio M. Jesus, Marco O. P. Sampaio, Javier Liébana, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
Cost-Sensitive Learning to Defer to Multiple Experts with Workload Constraints. CoRR (2024)
Jean V. Alves, Diogo Leitão, Sérgio M. Jesus, Marco O. P. Sampaio, Javier Liébana, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
Cost-Sensitive Learning to Defer to Multiple Experts with Workload Constraints. Trans. Mach. Learn. Res. 2024 (2024)
Jean V. Alves, Diogo Leitão, Sérgio M. Jesus, Marco O. P. Sampaio, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
FiFAR: A Fraud Detection Dataset for Learning to Defer. CoRR (2023)
Tiago Leon Melo, João Bravo, Marco O. P. Sampaio, Paolo Romano, Hugo Ferreira, João Tiago Ascensão, Pedro Bizarro
Adversarial training for tabular data with attack propagation. CoRR (2023)
João Conde, Ricardo Moreira, João Torres, Pedro Cardoso, Hugo R. C. Ferreira, Marco O. P. Sampaio, João Tiago Ascensão, Pedro Bizarro
Lightweight Automated Feature Monitoring for Data Streams. CoRR (2022)
Ricardo Barata, Miguel Leite, Ricardo Pacheco, Marco O. P. Sampaio, João Tiago Ascensão, Pedro Bizarro
Active learning for online training in imbalanced data streams under cold start. CoRR (2021)
Ricardo Barata, Miguel Leite, Ricardo Pacheco, Marco O. P. Sampaio, João Tiago Ascensão, Pedro Bizarro
Active learning for imbalanced data under cold start. ICAIF (2021)
Fábio Pinto, Marco O. P. Sampaio, Pedro Bizarro
Automatic Model Monitoring for Data Streams. CoRR (2019)