Maria Casimiro

According to our database¹, Maria Casimiro authored at least 9 papers between 2019 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Bibliography

2023

HyperJump: Accelerating HyperBand via Risk Modelling.

[BibT_eX]

[DOI]

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

2022

Towards a Framework for Adapting Machine Learning Components.

[BibT_eX]

[DOI]

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

2021

HyperJump: Accelerating HyperBand via Risk Modelling.

[BibT_eX]

[DOI]

Pedro Mendes

Maria Casimiro

Paolo Romano

CoRR, 2021

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Self-Adaptation for Machine Learning Based Systems.

[BibT_eX]

[DOI]

Proceedings of the ECSA 2021 Companion Volume, 2021

2020

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

[BibT_eX]

[DOI]

Proceedings of the 28th International Symposium on Modeling, 2020

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

[BibT_eX]

[DOI]

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

2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Maria Casimiro

Timeline

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