The Non-IID Data Quagmire of Decentralized Machine Learning.
Kevin HsiehAmar PhanishayeeOnur MutluPhillip B. GibbonsPublished in: ICML (2020)
Keyphrases
- machine learning
- data sets
- data analysis
- raw data
- data collection
- learning algorithm
- experimental data
- data quality
- statistical methods
- data distribution
- statistical analysis
- computer systems
- data processing
- knowledge discovery
- data points
- xml documents
- pattern recognition
- cooperative
- multi agent
- high quality
- computer vision
- database
- prior knowledge
- data objects
- original data
- databases
- data mining
- spatial data
- missing data
- synthetic data
- data structure
- text classification