Maria Casimiro

12 papers A* 1A 1B 1Journal 4Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Flexico: Sustainable Machine Translation via Self-Adaptation.
SEAMS@ICSE
Maria Casimiro, Paolo Romano, José G. C. de Souza, Amin M. Khan, David Garlan
2024 J jnl
Self-adapting Machine Learning-based Systems via a Probabilistic Model Checking Framework.
ACM Trans. Auton. Adapt. Syst.
Maria Casimiro, Diogo Soares, David Garlan, Luís Rodrigues, Paolo Romano
2023 A* conf
HyperJump: Accelerating HyperBand via Risk Modelling.
AAAI
Pedro Mendes, Maria Casimiro, Paolo Romano, David Garlan
2022 — conf
Towards a Framework for Adapting Machine Learning Components.
ACSOS
Maria Casimiro, Paolo Romano, David Garlan, Luís Rodrigues
2021 — conf
A Probabilistic Model Checking Approach to Self-adapting Machine Learning Systems.
SEFM Workshops
Maria Casimiro, David Garlan, Javier Cámara, Luís Rodrigues, Paolo Romano
2021 J jnl
HyperJump: Accelerating HyperBand via Risk Modelling.
CoRR
Pedro Mendes, Maria Casimiro, Paolo Romano
2021 — conf
Self-Adaptation for Machine Learning Based Systems.
ECSA (Companion)
Maria Casimiro, Paolo Romano, David Garlan, Gabriel A. Moreno, Eunsuk Kang, Mark Klein
2021 — conf
Self-adaptive Machine Learning Systems: Research Challenges and Opportunities.
ECSA (Tracks and Workshops)
Maria Casimiro, Paolo Romano, David Garlan, Gabriel A. Moreno, Eunsuk Kang, Mark Klein
2020 A conf
Lynceus: Cost-efficient Tuning and Provisioning of Data Analytic Jobs.
ICDCS
Maria Casimiro, Diego Didona, Paolo Romano, Luís E. T. Rodrigues, Willy Zwaenepoel, David Garlan
2020 B conf
TrimTuner: Efficient Optimization of Machine Learning Jobs in the Cloud via Sub-Sampling.
MASCOTS
Pedro Mendes, Maria Casimiro, Paolo Romano, David Garlan
2020 J jnl
TrimTuner: Efficient Optimization of Machine Learning Jobs in the Cloud via Sub-Sampling.
CoRR
Pedro Mendes, Maria Casimiro, Paolo Romano, David Garlan
2019 J jnl
Lynceus: Tuning and Provisioning Data Analytic Jobs on a Budget.
CoRR
Maria Casimiro, Diego Didona, Paolo Romano, Luís E. T. Rodrigues, Willy Zwaenepoel