Tensor-matrix products with a compressed sparse tensor

By Shaden Smith, George Karypis. 2015

141 citations recorded by the source corpus.

Subfields: Computational Mathematics, Hardware and Architecture

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Computational Mathematics

1. Jimeng Sun
2. R. Vuduc
3. Jiajia Li
4. Christos Faloutsos
5. Charu C. Aggarwal
6. Evangelos E. Papalexakis
7. Charalampos E. Tsourakakis

In Hardware and Architecture

1. Jimeng Sun
2. R. Vuduc
3. Jiajia Li

Citations in the corpus

• The Deep Learning Compiler: A Comprehensive Survey (2020, background): “In general, the format of a sparse tensor such as CSF [64] expresses the loop indices with index arrays (e.”
• HiCOO: Hierarchical Storage of Sparse Tensors (2018, methodology): “This situation includes CSF [19] from above, as well as the more recent flagged-coordinate (FCOO) format, which is also mode-specific [22].”