66 citations · 525 across the 94 of their papers we have counts for
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math.OC2014★ 6 cited
Learning Supervised PageRank with Gradient-Free Optimization Methods
Lev Bogolubsky, Pavel Dvurechensky, Alexander Gasnikov +5
In this paper, we consider a problem of learning supervised PageRank models, which can account for some properties not considered by classical approaches such as the classical Page…
math.OC2014★ 13 cited
Stochastic gradient methods with inexact oracle
Alexander Gasnikov, Pavel Dvurechensky, Yurii Nesterov
In the article we lead a brief survey of contemporary gradient type methods (with inexact oracle) for stochastic optimization problems.
math.OC2014★ 12 cited
Stochastic Intermediate Gradient Method for Convex Problems with Inexact Stochastic Oracle
Pavel Dvurechensky, Alexander Gasnikov
In this paper we introduce new methods for convex optimization problems with inexact stochastic oracle. First method is an extension of the intermediate gradient method proposed by…