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Accelerating the Configuration Tuning of Big Data Analytics with Similarity-aware Multitask Bayesian Optimization.
Ayat Fekry
Lucian Carata
Thomas F. J.-M. Pasquier
Andrew Rice
Published in:
IEEE BigData (2020)
Keyphrases
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multi task
big data analytics
multitask learning
gaussian processes
big data
multi task learning
similarity measure
multi class
multiple tasks
learning tasks
feature selection
bayesian networks
transfer learning
bayesian inference
database
maximum likelihood
knowledge management
reinforcement learning
data sets