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Ties Robroek
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 5
Top Topics
Training Samples
Nearest Neighbour
Data Management
Weakly Supervised
Top Venues
CoRR
IEEE BigData
EuroMLSys@EuroSys
DEEM@SIGMOD
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Publications
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Ehsan Yousefzadeh-Asl-Miandoab
,
Ties Robroek
,
Pinar Tözün
Profiling and Monitoring Deep Learning Training Tasks.
EuroMLSys@EuroSys
(2023)
Ties Robroek
,
Aaron Duane
,
Ehsan Yousefzadeh-Asl-Miandoab
,
Pinar Tözün
Data Management and Visualization for Benchmarking Deep Learning Training Systems.
DEEM@SIGMOD
(2023)
Maximilian Böther
,
Viktor Gsteiger
,
Ties Robroek
,
Ana Klimovic
Modyn: A Platform for Model Training on Dynamic Datasets With Sample-Level Data Selection.
CoRR
(2023)
Anders Friis Kaas
,
Stilyan Petrov Paleykov
,
Ties Robroek
,
Pinar Tözün
Deep Learning Training on Multi-Instance GPUs.
CoRR
(2022)
Cosmin Eugen Oancea
,
Ties Robroek
,
Fabian Gieseke
Approximate Nearest-Neighbour Fields via Massively-Parallel Propagation-Assisted K-D Trees.
IEEE BigData
(2020)