Research output per year
Research output per year
Personal profile
Keywords
- Data Loading
- Data Selection
- Data Attribution
- ML Benchmarking
- Deep Learning
- Resource-aware Machine Learning
Fingerprint
Dive into the research topics where Titus Theodorus (Ties) Robroek is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
-
An Analysis of Collocation on GPUs for Deep Learning Training
Robroek, T. T., Yousefzadeh-Asl-Miandoab, E. & Tözün, P., 2024, Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024. Association for Computing Machinery, p. 81-90 10 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Open Access -
Data Management and Visualization for Benchmarking Deep Learning Training Systems
Robroek, T. T., Duane, A., Yousefzadeh-Asl-Miandoab, E. & Tözün, P., 2023, Proceedings of the Seventh Workshop on Data Management for End-to-End Machine Learning, DEEM 2023, Seattle, WA, USA, 18 June 2023. Association for Computing Machinery, p. 1:1-1:5 5 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Open Access -
Profiling and Monitoring Deep Learning Training Tasks
Yousefzadeh-Asl-Miandoab, E., Robroek, T. T. & Tözün, P., 2023, In: EuroMLSys '23. p. 18–25Research output: Journal Article or Conference Article in Journal › Conference article › Research › peer-review
Open Access
Projects
- 1 Active
-
RAD: Resource-Aware Data Science
Tözün, P. (PI), Yousefzadeh-Asl-Miandoab, E. (CoI) & Robroek, T. T. (CoI)
Independent Research Fund Denmark
01/04/2021 → 31/03/2025
Project: Research