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Nonasymptotic estimates for Stochastic Gradient Langevin Dynamics under local conditions in nonconvex optimization.
Ying Zhang
Ömer Deniz Akyildiz
Theo Damoulas
Sotirios Sabanis
Published in:
CoRR (2019)
Keyphrases
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stochastic gradient
stochastic gradient descent
nearest neighbor classifier
global optimization
objective function
grassmann manifold
importance sampling
machine learning
optimization algorithm