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From exp-concavity to variance control: O(1/n) rates and online-to-batch conversion with high probability.
Nishant A. Mehta
Published in:
CoRR (2016)
Keyphrases
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batch mode
online learning
standard deviation
low variance
wide range
probability distribution
databases
online algorithms
control method
active learning
control strategy
high precision
data conversion
incremental learning
covariance matrix
trade off
case study
feature selection
information systems
neural network