Diogo Leitão

According to our database, Diogo Leitão authored at least 5 papers between 2021 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

2022

Human-AI Collaboration in Decision-Making: Beyond Learning to Defer.

Diogo Leitão, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro

CoRR, 2022

Accelerating Deep Learning Training Through Transparent Storage Tiering.

Marco Dantas, Diogo Leitão, Peter Cui, Ricardo Macedo, Xinlian Liu, Weijia Xu, João Paulo

Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

2021

MONARCH: Hierarchical Storage Management for Deep Learning Frameworks.

Marco Dantas, Diogo Leitão, Cláudia Correia, Ricardo Macedo, Weijia Xu, João Paulo

Proceedings of the IEEE International Conference on Cluster Computing, 2021