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Online stochastic gradient descent on non-convex losses from high-dimensional inference.
Gérard Ben Arous
Reza Gheissari
Aukosh Jagannath
Published in:
J. Mach. Learn. Res. (2021)
Keyphrases
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stochastic gradient descent
high dimensional
online algorithms
online learning
loss function
matrix factorization
step size
least squares
low dimensional
random forests
bayesian networks
dimensionality reduction
convex hull
parameter space
markov chain
worst case
support vector machine
learning algorithm