Utilitarian Algorithm ConfigurationNeural Information Processing Systems (NeurIPS), 2023 |
Formalizing Preferences Over Runtime DistributionsInternational Conference on Machine Learning (ICML), 2022 |
A Survey of Methods for Automated Algorithm ConfigurationJournal of Artificial Intelligence Research (JAIR), 2022 |
Towards Green Automated Machine Learning: Status Quo and Future
DirectionsJournal of Artificial Intelligence Research (JAIR), 2021 |
Algorithm Selection on a Meta LevelMachine-mediated learning (ML), 2021 |
Extreme Algorithm Selection With Dyadic Feature RepresentationIFIP Working Conference on Database Semantics (IWDS), 2020 |