Publications of Pedro Mendes
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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.
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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.
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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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