Exploiting the Tradeoff between Program Accuracy and Soft-error Resiliency Overhead for Machine Learning Workloads.

Qingchuan Shi Hamza Omar Omer Khan

Published 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