Ties Robroek

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Nearest Neighbour

Training Samples

Weakly Supervised

Top Venues

EuroMLSys@EuroSys

Publications

Ties Robroek, Ehsan Yousefzadeh-Asl-Miandoab, Pinar Tözün
An Analysis of Collocation on GPUs for Deep Learning Training. EuroMLSys@EuroSys (2024)
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)