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- W4300463445 abstract "In recent years, ideas from statistics and scientific computing have begun to interact in increasingly sophisticated and fruitful ways with ideas from computer science and the theory of algorithms to aid in the development of improved worst-case algorithms that are useful for large-scale scientific and Internet data analysis problems. In this chapter, I will describe two recent examples---one having to do with selecting good columns or features from a (DNA Single Nucleotide Polymorphism) data matrix, and the other having to do with selecting good clusters or communities from a data graph (representing a social or information network)---that drew on ideas from both areas and that may serve as a model for exploiting complementary algorithmic and statistical perspectives in order to solve applied large-scale data analysis problems." @default.
- W4300463445 created "2022-10-03" @default.
- W4300463445 creator A5033006662 @default.
- W4300463445 date "2010-10-08" @default.
- W4300463445 modified "2023-09-24" @default.
- W4300463445 title "Algorithmic and Statistical Perspectives on Large-Scale Data Analysis" @default.
- W4300463445 doi "https://doi.org/10.48550/arxiv.1010.1609" @default.
- W4300463445 hasPublicationYear "2010" @default.
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