SlimML: Removing Non-Critical Input Data in Large-Scale Iterative Machine Learning

Keyphrases

• Classification Neural Networks 50%
• Convolutional Neural Network Training 50%
• Descent Procedure 50%
• Iterative Machine Learning 100%
• Large-scale Machine Learning 50%
• Lines of Code 50%
• Massive Datasets 50%
• Model Parameter Updating 100%
• Neural Network Regression 50%
• Parameter Server 50%
• Point Effect 50%
• Updating Model 50%

Computer Science

• Data Instance 25%
• Massive Datasets 25%
• Parameter Server 25%