A practical streaming approximate matrix multiplication algorithm

A practical streaming approximate matrix multiplication algorithm

Approximate Matrix Multiplication (AMM) has emerged as a useful and computationally inexpensive substitute for actual multiplication of large matrices. Randomized as well as deterministic solutions to AMM were provided in the past. The latest work provides a deterministic algorithm that solves AMM m...

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Bibliographic Details
Main Authors: Deena P. Francis, Kumudha Raimond
Format: Article
Language:English
Published: Elsevier 2022-01-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Approximate matrix multiply
Streaming
Matrix sketching
Frequent directions
Parallelism
Big data
Online Access:http://www.sciencedirect.com/science/article/pii/S1319157818306396

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http://www.sciencedirect.com/science/article/pii/S1319157818306396

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