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Publications of Pedro Mendes   Download bibtex file Order by:   Type | Year
<< 2024 >> TOP
1
Pedro Mendes, Paolo Romano and David Garlan. Error-Driven Uncertainty Aware Training. In 27th European Conference on Artificial Intelligence, 19-24 October 2024. To appear.
2
Pedro Mendes, Paolo Romano and David Garlan. Hyper-parameter Tuning for Adversarially Robust Models. In AISafety 2024, Jeju, South Korea, 4 August 2024. Best Paper Award.
<< 2023 >> TOP
3
Pedro Mendes, Maria Casimiro, Paolo Romano and David Garlan. HyperJump: Accelerating HyperBand via Risk Modelling. In Proceedings of the 37th AAAI Conference on Artificial Intelligence, 2023.
<< 2020 >> TOP
4
Pedro Mendes, Maria Casimiro, Paolo Romano and David Garlan. TrimTuner: Efficient Optimization of MachineLearning Jobs in the Cloud via Sub-Sampling. In Proceedings of the 2020 Symposium on Modelling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2020), 2020.
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