FEASTA: A Flexible and Efficient Accelerator for Sparse Tensor Algebra in Machine Learning.
Kai ZhongZhenhua ZhuGuohao DaiHongyi WangXinhao YangHaoyu ZhangJin SiQiuli MaoShulin ZengKe HongGenghan ZhangHuazhong YangYu WangPublished in: ASPLOS (3) (2024)
Keyphrases
- machine learning
- machine learning methods
- pattern recognition
- lightweight
- database
- highly efficient
- decision trees
- data analysis
- natural language processing
- tensor decomposition
- relational algebra
- learning tasks
- sparse representation
- learning systems
- model selection
- text classification
- computational intelligence
- higher order
- information extraction
- support vector machine
- feature space
- computer science
- computer vision
- learning algorithm
- data mining
- databases