Unified Sparse Formats for Tensor Algebra Compilers.
Stephen ChouFredrik KjolstadSaman P. AmarasinghePublished in: CoRR (2018)
Keyphrases
- tensor decomposition
- high order
- programming language
- tensor factorization
- hardware and software
- sparse data
- higher order
- general purpose
- sparse representation
- high dimensional
- relational algebra
- multimedia
- compressed sensing
- computer architecture
- data representation
- sparse coding
- metadata
- computer systems
- dimensionality reduction
- unified model
- auxiliary information
- matrix factorization
- dictionary learning
- principal component analysis
- software engineering
- query language
- data model
- algebraic operations
- algebraic geometry