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Better Algorithms through Faster Math: The search for new algorithms that could reduce the time needed for multiplication is now at the center of data science.

Authors :
Greengard, Samuel
Source :
Communications of the ACM; Jun2023, Vol. 66 Issue 6, p11-13, 3p, 1 Color Photograph
Publication Year :
2023

Abstract

The article focuses on the search for algorithms that can reduce the time needed for multiplication problems within the fields of machine learning (ML), deep learning (DL), and artificial intelligence (AI). Topics discussed include the history of matrix multiplication and the data science group DeepMind and their ML approach AlphaTensor.

Details

Language :
English
ISSN :
00010782
Volume :
66
Issue :
6
Database :
Complementary Index
Journal :
Communications of the ACM
Publication Type :
Periodical
Accession number :
163907041
Full Text :
https://doi.org/10.1145/3591213