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Taming Neural Networks with TUSLA: Nonconvex Learning via Adaptive Stochastic Gradient Langevin Algorithms.
Attila Lovas
Iosif Lytras
Miklós Rásonyi
Sotirios Sabanis
Published in:
SIAM J. Math. Data Sci. (2023)
Keyphrases
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stochastic gradient
learning algorithm
neural network
exponentiated gradient
supervised learning
worst case
online learning
benchmark datasets
nearest neighbor classifier
stochastic gradient descent
machine learning
e learning
active learning
knn
nearest neighbor