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- W4385965192 abstract "We propose a novel stochastic algorithm that randomly samples entire rows and columns of the matrix as a way to approximate an arbitrary matrix function. This contrasts with the classical Monte Carlo method which only works with one entry at a time, resulting in a significant better convergence rate than the classical approach. To assess the applicability of our method, we compute the subgraph centrality and total communicability of several large networks. In all benchmarks analyzed so far, the performance of our method was significantly superior to the competition, being able to scale up to 64 CPU cores with a remarkable efficiency." @default.
- W4385965192 created "2023-08-18" @default.
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- W4385965192 date "2023-08-02" @default.
- W4385965192 modified "2023-09-27" @default.
- W4385965192 title "A Fast Monte Carlo algorithm for evaluating matrix functions with application in complex networks" @default.
- W4385965192 doi "https://doi.org/10.48550/arxiv.2308.01037" @default.
- W4385965192 hasPublicationYear "2023" @default.
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