Towards linear algebra over normalized data
نویسندگان
چکیده
منابع مشابه
Towards Linear Algebra over Normalized Data
Providing machine learning (ML) over relational data is a mainstream requirement for data analytics systems. While almost all the ML tools require the input data to be presented as a single table, many datasets are multi-table, which forces data scientists to join those tables first, leading to data redundancy and runtime waste. Recent works on “factorized” ML mitigate this issue for a few spec...
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∗Université de Grenoble; Laboratoire Jean Kuntzmann, (umr CNRS 5224, Grenoble INP, INRIA, UJF, UPMF); [email protected]; 51, rue des Mathématiques, BP 53X, F-38041 Grenoble, France. †INRIA, Université de Grenoble; Laboratoire LIG (umr CNRS 5217, Grenoble INP, INRIA, UJF, UPMF); [email protected]; ENSIMAG Antenne de Montbonnot, 51, avenue Jean Kuntzmann, F-38330 Montbonnot Saint-...
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ژورنال
عنوان ژورنال: Proceedings of the VLDB Endowment
سال: 2017
ISSN: 2150-8097
DOI: 10.14778/3137628.3137633