The content explores the use of Monte Carlo methods for matrix computations, emphasizing trace estimation and matrix approximation. It discusses the role of randomness in algorithm design, prerequisites for understanding the material, and provides examples to illustrate key concepts. Theoretical bounds and practical applications are detailed throughout the text.
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by Anastasia Ki... alle arxiv.org 02-29-2024
https://arxiv.org/pdf/2402.17873.pdfDomande più approfondite