Joint Coreset Construction and Quantization for Distributed Machine Learning

Keyphrases

• Machine Learning 100%
• Learning with Errors Problem 100%
• Distributed Machine Learning 100%
• Error Bound 75%
• Communication Cost 50%
• Machine Learning Tasks 50%
• Data Reduction 25%
• Optimization Problem 25%
• Novel Algorithm 25%
• Computation Cost 25%
• Error Costs 25%
• Multiple Nodes 25%
• Quantization Technique 25%
• Fixed Budget 25%

Computer Science

• Distributed Machine Learning 100%
• Learning System 100%
• Machine Learning 100%
• Large Data Set 28%
• Communication Cost 28%
• Objective Function 14%
• Optimization Problem 14%
• Data Reduction 14%
• Computation Cost 14%
• Efficient Algorithm 14%
• Learning Performance 14%
• Data Processing 14%