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Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity.
Lin Chen
Christopher Harshaw
Hamed Hassani
Amin Karbasi
Published in:
ICML (2018)
Keyphrases
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stochastic gradient
exponentiated gradient
stochastic gradient descent
nearest neighbor classifier
grassmann manifold
online learning
step size
machine learning
semi supervised
training samples
monte carlo
kernel methods