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math.OC2017
Parallel algorithms and probability of large deviation for stochastic optimization problems
Pavel Dvurechensky, Alexander Gasnikov, Anastasia Lagunovskaya
We consider convex stochastic optimization problems under different assumptions on the properties of available stochastic subgradient. It is known that, if the value of the objecti…
math-ph2017
Comparision of the definitions of generalized solution of the Cauchy problem for quasi-linear equation
Alexander Gasnikov
In preprint we consider and compare different definitions of generalized solution of the Cauchy problem for 1d-scalar quasilinear equation (conservation law). We start from the cla…