Employing classification-based algorithms for general-purpose approximate computing.
Geraldo F. OliveiraLarissa Rozales GonçalvesMarcelo BrandaleroAntonio Carlos Schneider BeckLuigi CarroPublished in: DAC (2018)
Keyphrases
- general purpose
- special purpose
- benchmark datasets
- learning algorithm
- classification algorithm
- computational complexity
- machine learning algorithms
- support vector
- data structure
- pattern recognition
- times faster
- theoretical analysis
- supervised learning
- worst case
- feature extraction
- decision rules
- text classification
- class labels
- orders of magnitude
- machine learning
- uci machine learning repository
- machine learning methods
- automatic classification
- application specific
- neural network
- data mining algorithms
- support vector machine svm
- computationally efficient
- unsupervised learning
- programming language
- preprocessing
- data streams