Maria Casimiro

According to our database, Maria Casimiro authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Self-adapting Machine Learning-based Systems via a Probabilistic Model Checking Framework.

Maria Casimiro, Diogo Soares, David Garlan, Luís Rodrigues, Paolo Romano

ACM Trans. Auton. Adapt. Syst., September, 2024

2023

HyperJump: Accelerating HyperBand via Risk Modelling.

Pedro Mendes, Maria Casimiro, Paolo Romano, David Garlan

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Towards a Framework for Adapting Machine Learning Components.

Maria Casimiro, Paolo Romano, David Garlan, Luís Rodrigues

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2022

2021

HyperJump: Accelerating HyperBand via Risk Modelling.

Pedro Mendes, Maria Casimiro, Paolo Romano

CoRR, 2021

A Probabilistic Model Checking Approach to Self-adapting Machine Learning Systems.

Maria Casimiro, David Garlan, Javier Cámara, Luís Rodrigues, Paolo Romano

Proceedings of the Software Engineering and Formal Methods. SEFM 2021 Collocated Workshops, 2021

Self-adaptive Machine Learning Systems: Research Challenges and Opportunities.

Maria Casimiro, Paolo Romano, David Garlan, Gabriel A. Moreno, Eunsuk Kang, Mark Klein

Proceedings of the Software Architecture - 15th European Conference, 2021

Self-Adaptation for Machine Learning Based Systems.

Maria Casimiro, Paolo Romano, David Garlan, Gabriel A. Moreno, Eunsuk Kang, Mark Klein

Proceedings of the ECSA 2021 Companion Volume, 2021

2020

TrimTuner: Efficient Optimization of Machine Learning Jobs in the Cloud via Sub-Sampling.

Pedro Mendes, Maria Casimiro, Paolo Romano, David Garlan

Proceedings of the 28th International Symposium on Modeling, 2020

Lynceus: Cost-efficient Tuning and Provisioning of Data Analytic Jobs.

Maria Casimiro, Diego Didona, Paolo Romano, Luís E. T. Rodrigues, Willy Zwaenepoel, David Garlan

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

2019

Lynceus: Tuning and Provisioning Data Analytic Jobs on a Budget.

Maria Casimiro, Diego Didona, Paolo Romano, Luís E. T. Rodrigues, Willy Zwaenepoel

CoRR, 2019