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Robust Asynchronous Stochastic Gradient-Push: Asymptotically Optimal and Network-Independent Performance for Strongly Convex Functions.
Artin Spiridonoff
Alex Olshevsky
Ioannis Ch. Paschalidis
Published in:
J. Mach. Learn. Res. (2020)
Keyphrases
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asymptotically optimal
stochastic gradient
convex functions
arrival rate
linear program
objective function
call center
nearest neighbor classifier
stochastic gradient descent
markov chain
em algorithm
primal dual
convex sets