Diogo Leitão

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Learning Frameworks

Rule Extraction

Storage Management

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)
Marco Dantas, Diogo Leitão, Peter Cui, Ricardo Macedo, Xinlian Liu, Weijia Xu, João Paulo
Accelerating Deep Learning Training Through Transparent Storage Tiering. CCGRID (2022)
Diogo Leitão, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
Human-AI Collaboration in Decision-Making: Beyond Learning to Defer. CoRR (2022)
Marco Dantas, Diogo Leitão, Cláudia Correia, Ricardo Macedo, Weijia Xu, João Paulo
MONARCH: Hierarchical Storage Management for Deep Learning Frameworks. CLUSTER (2021)