The Full Configuration Interaction Quantum Monte Carlo Method in the Lens of Inexact Power Iteration

Abstract

In this paper, we propose a general analysis framework for inexact power iteration, which can be used to efficiently solve high dimensional eigenvalue problems arising from quantum many-body problems. Under the proposed framework, we establish the convergence theorems for several recently proposed randomized algorithms, including the full configuration… (More)

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