MONARCH: Hierarchical Storage Management for Deep Learning Frameworks. - Marco Dantas; Diogo Leitão; Cláudia Correia; Ricardo Macedo; Weijia Xu; João Paulo 001 (CLUSTER, 2021)

Accelerating Deep Learning Training Through Transparent Storage Tiering. - Marco Dantas; Diogo Leitão; Peter Cui; Ricardo Macedo; Xinlian Liu; Weijia Xu; João Paulo 001 (CCGRID, 2022)

Human-AI Collaboration in Decision-Making: Beyond Learning to Defer. - Diogo Leitão; Pedro Saleiro; Mário A. T. Figueiredo; Pedro Bizarro (CoRR, 2022)

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)

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)