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most citedFast Linear Solvers via AI-Tuned Markov Chain Monte Carlo-based Matrix Inversion

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math.FA2022

Polynomial convergence of iterations of certain random operators in Hilbert space

Soumyadip Ghosh, Yingdong Lu, Tomasz J. Nowicki

We study the convergence of a random iterative sequence of a family of operators on infinite dimensional Hilbert spaces, inspired by the Stochastic Gradient Descent (SGD) algorithm…