WeightGrad: Geo-Distributed Data Analysis Using Quantization for Faster Convergence and Better Accuracy.
Syeda Nahida AkterMuhammad Abdullah AdnanPublished in: KDD (2020)
Keyphrases
- faster convergence
- data analysis
- step size
- high accuracy
- multi agent
- global optimum
- data mining
- error rate
- convergence speed
- peer to peer
- global optimization
- computational cost
- quantization error
- machine learning
- data processing
- data collection
- distributed systems
- prediction accuracy
- mobile agents
- image coding
- optimization method
- distributed environment
- artificial neural networks
- computational complexity
- data reduction