The Non-IID Data Quagmire of Decentralized Machine Learning.
Kevin HsiehAmar PhanishayeeOnur MutluPhillip B. GibbonsPublished in: CoRR (2019)
Keyphrases
- data sets
- machine learning
- data analysis
- data collection
- data mining
- knowledge discovery
- complex data
- synthetic data
- data processing
- data points
- computer vision
- data sources
- high dimensional
- pattern recognition
- raw data
- data mining techniques
- input data
- cooperative
- data structure
- missing data
- databases
- experimental data
- attribute values
- knowledge acquisition
- support vector machine
- image data
- probability distribution