Exploiting the Tradeoff between Program Accuracy and Soft-error Resiliency Overhead for Machine Learning Workloads.
Qingchuan ShiHamza OmarOmer KhanPublished in: CoRR (2017)
Keyphrases
- machine learning
- error rate
- high accuracy
- error analysis
- computational cost
- relative error
- prediction accuracy
- database
- average error
- computational efficiency
- active learning
- reinforcement learning
- database systems
- error reduction
- registration errors
- computer programs
- maximum error
- machine learning approaches
- bias variance
- machine learning algorithms
- information extraction
- knowledge discovery
- computational complexity
- pattern recognition
- learning tasks
- inductive learning
- learning algorithm
- natural language processing
- support vector machine
- error detection
- trade off
- computer vision