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Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning.
Patrik Okanovic
Roger Waleffe
Vasilis Mageirakos
Konstantinos E. Nikolakakis
Amin Karbasi
Dionysis S. Kalogerias
Nezihe Merve Gürel
Theodoros Rekatsinas
Published in:
CoRR (2023)
Keyphrases
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random sampling
active learning
learning process
selective sampling
reinforcement learning
learning problems
learning algorithm
prior knowledge
least squares
supervised learning
sample size
sampling algorithm
data mining
prediction accuracy
learning tasks