Ties Robroek

Orcid: 0009-0006-3451-5602

According to our database1, Ties Robroek authored at least 7 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
TensorSocket: Shared Data Loading for Deep Learning Training.
CoRR, 2024

An Analysis of Collocation on GPUs for Deep Learning Training.
Proceedings of the 4th Workshop on Machine Learning and Systems, 2024

2023
Modyn: A Platform for Model Training on Dynamic Datasets With Sample-Level Data Selection.
CoRR, 2023

Profiling and Monitoring Deep Learning Training Tasks.
Proceedings of the 3rd Workshop on Machine Learning and Systems, 2023

Data Management and Visualization for Benchmarking Deep Learning Training Systems.
Proceedings of the Seventh Workshop on Data Management for End-to-End Machine Learning, 2023

2022
Deep Learning Training on Multi-Instance GPUs.
CoRR, 2022

2020
Approximate Nearest-Neighbour Fields via Massively-Parallel Propagation-Assisted K-D Trees.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020


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