FPGA-Accelerated Dense Linear Machine Learning: A Precision-Convergence Trade-Off.
Kaan KaraDan AlistarhGustavo AlonsoOnur MutluCe ZhangPublished in: FCCM (2017)
Keyphrases
- trade off
- machine learning
- machine learning methods
- high precision
- machine learning algorithms
- low cost
- learning algorithm
- linear systems
- inductive logic programming
- natural language processing
- pattern recognition
- feature selection
- information extraction
- text mining
- data analysis
- noisy observations
- neural network
- hardware architecture
- hardware design
- field programmable gate array
- gauss seidel
- inductive learning
- convergence rate
- closed form
- text classification
- support vector machine
- decision trees
- artificial intelligence