Format abstraction for sparse tensor algebra compilers.
Stephen ChouFredrik KjolstadSaman P. AmarasinghePublished in: Proc. ACM Program. Lang. (2018)
Keyphrases
- tensor decomposition
- high order
- high level
- programming language
- tensor factorization
- sparse data
- hardware and software
- higher order
- metadata
- data model
- high dimensional
- query language
- computer architecture
- databases
- boolean algebra
- auxiliary information
- relational algebra
- dictionary learning
- tensor product
- multimedia
- general purpose
- data representation
- structure tensor
- code generation
- sparse matrix
- sparse coding
- natural images
- medical images
- low cost
- object oriented