| 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.
|
| 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.
|
| 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.
|
|
|
