A High-Performance Parallel Algorithm for Nonnegative Matrix
Factorization

A High-Performance Parallel Algorithm for Nonnegative Matrix Factorization

30 September 2015

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Papers citing "A High-Performance Parallel Algorithm for Nonnegative Matrix Factorization"

11 / 11 papers shown

Exploring Topic Trends in COVID-19 Research Literature using Non-Negative Matrix Factorization

Exploring Topic Trends in COVID-19 Research Literature using Non-Negative Matrix FactorizationIEEE Transactions on Artificial Intelligence (IEEE TAI), 2025

Bhaskar Chaudhury

158

0

0

23 Mar 2025

Distributed Out-of-Memory NMF on CPU/GPU Architectures

Distributed Out-of-Memory NMF on CPU/GPU ArchitecturesJournal of Supercomputing (JS), 2022

Ismael Boureima

Manish Bhattarai

Boian Alexandrov

410

8

0

19 Feb 2022

Fast and Secure Distributed Nonnegative Matrix Factorization

Fast and Secure Distributed Nonnegative Matrix FactorizationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2020

263

14

0

07 Sep 2020

Distributed Non-Negative Tensor Train Decomposition

Distributed Non-Negative Tensor Train Decomposition

Manish Bhattarai

Gopinath Chennupati

Raviteja Vangara

Boian Alexandrov

172

16

0

04 Aug 2020

PLANC: Parallel Low Rank Approximation with Non-negativity Constraints

PLANC: Parallel Low Rank Approximation with Non-negativity ConstraintsACM Transactions on Mathematical Software (TOMS), 2019

Michael A. Matheson

211

10

0

30 Aug 2019

Fast Convolutive Nonnegative Matrix Factorization Through Coordinate and
Block Coordinate Updates

Fast Convolutive Nonnegative Matrix Factorization Through Coordinate and Block Coordinate Updates

Anthony Degleris

Alex H. Williams

169

6

0

29 Jun 2019

PL-NMF: Parallel Locality-Optimized Non-negative Matrix Factorization

PL-NMF: Parallel Locality-Optimized Non-negative Matrix Factorization

Aravind Sukumaran-Rajam

Srinivasan Parthasarathy

112

5

0

16 Apr 2019

Parallel Nonnegative CP Decomposition of Dense Tensors

Parallel Nonnegative CP Decomposition of Dense Tensors

258

26

0

19 Jun 2018

Design Principles for Sparse Matrix Multiplication on the GPU

Design Principles for Sparse Matrix Multiplication on the GPU

John Douglas Owens

105

122

0

22 Mar 2018

DID: Distributed Incremental Block Coordinate Descent for Nonnegative
Matrix Factorization

DID: Distributed Incremental Block Coordinate Descent for Nonnegative Matrix Factorization

168

12

0

25 Feb 2018

MPI-FAUN: An MPI-Based Framework for Alternating-Updating Nonnegative
Matrix Factorization

MPI-FAUN: An MPI-Based Framework for Alternating-Updating Nonnegative Matrix Factorization

276

41

0

28 Sep 2016