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Ilya Levin, Alexey Naumov, Sergey Samsonov
In this paper, we study the bias and high-order error bounds of the Linear Stochastic Approximation (LSA) algorithm with Polyak-Ruppert (PR) averaging under Markovian noise. We foc…