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Maria Casimiro

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

8

Venues

6

Active years

2020–2026

Best venue rank

A*

Where they publish

Papers

8 indexed papers, newest first.

YearVenueTitleAuthors
2026SEAMSRipple: A Long-Sighted Self-Adaptation Approach to Retrain Machine Learning-Enabled Systems.Maria Casimiro, Valentim Romo, Paolo Romano, Lus E. T. Rodrigues, David Garlan
2025SEAMSFlexico: Sustainable Machine Translation via Self-Adaptation.Maria Casimiro, Paolo Romano, Jos G. C. De Souza, Amin M. Khan, David Garlan
2023AAAIHyperJump: Accelerating HyperBand via Risk Modelling.Pedro Mendes, Maria Casimiro, Paolo Romano, David Garlan
2021ECSASelf-Adaptation for Machine Learning Based Systems.Maria Casimiro, Paolo Romano, David Garlan, Gabriel A. Moreno, Eunsuk Kang, Mark Klein
2021ECSASelf-adaptive Machine Learning Systems: Research Challenges and Opportunities.Maria Casimiro, Paolo Romano, David Garlan, Gabriel A. Moreno, Eunsuk Kang, Mark Klein
2021SEFMA Probabilistic Model Checking Approach to Self-adapting Machine Learning Systems.Maria Casimiro, David Garlan, Javier Cmara, Lus Rodrigues, Paolo Romano
2020ICDCSLynceus: Cost-efficient Tuning and Provisioning of Data Analytic Jobs.Maria Casimiro, Diego Didona, Paolo Romano, Lus E. T. Rodrigues, Willy Zwaenepoel, David Garlan
2020MASCOTSTrimTuner: Efficient Optimization of Machine Learning Jobs in the Cloud via Sub-Sampling.Pedro Mendes, Maria Casimiro, Paolo Romano, David Garlan