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Online convex optimization and no-regret learning: Algorithms, guarantees and applications.
Elena Veronica Belmega
Panayotis Mertikopoulos
Romain Negrel
Luca Sanguinetti
Published in:
CoRR (2018)
Keyphrases
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online convex optimization
learning algorithm
online learning
long run
convex optimization
newton method
active learning
machine learning
cost function
machine learning algorithms
learning problems
training data
supervised learning
training examples
regret bounds
e learning