AutoAblation: Automated Parallel Ablation Studies for Deep Learning S Sheikholeslami, M Meister, T Wang, AH Payberah, V Vlassov, ... Proceedings of the 1st Workshop on Machine Learning and Systems, 55-61, 2021 | 52 | 2021 |
Maggy: Scalable Asynchronous Parallel Hyperparameter Search M Meister, S Sheikholeslami, AH Payberah, V Vlassov, J Dowling Proceedings of the 1st Workshop on Distributed Machine Learning, 28-33, 2020 | 15 | 2020 |
Time Travel and Provenance for Machine Learning Pipelines AA Ormenisan, M Meister, F Buso, R Andersson, S Haridi, J Dowling 2020 {USENIX} Conference on Operational Machine Learning (OpML 20), 2020 | 11 | 2020 |
Towards Distribution Transparency for Supervised ML With Oblivious Training Functions M Meister, S Sheikholeslami, R Andersson, AA Ormenisan, J Dowling Workshop on MLOps Systems, 2020 | 6 | 2020 |
Maggy: open-source asynchronous distributed hyperparameter optimization based on Apache Spark MJ Meister Italy, 2019 | 4 | 2019 |