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20122021
most citedTowards Bridging the Gap between Control and Self-Adaptive System Properties

9 citations · 21 across the 5 of their papers we have counts for

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cs.LG2020

TrimTuner: Efficient Optimization of Machine Learning Jobs in the Cloud via Sub-Sampling

Pedro Mendes, Maria Casimiro, Paolo Romano +1

This work introduces TrimTuner, the first system for optimizing machine learning jobs in the cloud to exploit sub-sampling techniques to reduce the cost of the optimization process…