HOCT: A Highly Scalable Algorithm for Training Linear CRF on Modern Hardware.
Tianyuan ChenLei ChangJianqing MaWei ZhangFeng GaoPublished in: ICDM Workshops (2009)
Keyphrases
- highly scalable
- preprocessing
- learning algorithm
- training algorithm
- computational complexity
- detection algorithm
- significant improvement
- optimization algorithm
- worst case
- linear complexity
- np hard
- closed form
- hardware implementation
- search space
- pairwise
- optimal solution
- objective function
- expectation maximization
- training process
- hardware architecture
- hardware and software
- recognition algorithm
- vlsi implementation
- matching algorithm
- classification algorithm
- energy function
- low cost
- information extraction
- dynamic programming
- cost function
- image processing
- feature selection