Cross-Gradient Aggregation for Decentralized Learning from Non-IID Data.
Yasaman EsfandiariSin Yong TanZhanhong JiangAditya BaluEthan HerronChinmay HegdeSoumik SarkarPublished in: ICML (2021)
Keyphrases
- wireless sensor networks
- data collection
- data sets
- prior knowledge
- knowledge acquisition
- high quality
- reinforcement learning
- data structure
- data processing
- learning algorithm
- synthetic data
- data analysis
- human experts
- machine learning
- learning systems
- small number
- image data
- experimental data
- original data
- spatial data
- hidden variables
- raw data
- database
- data quality
- labeled data
- online learning
- data points
- mobile robot
- active learning
- learning process
- training data
- metadata
- neural network