FedPD: A Federated Learning Framework With Adaptivity to Non-IID Data.

Xinwei Zhang Mingyi Hong Sairaj V. Dhople Wotao Yin Yang Liu

Published in: IEEE Trans. Signal Process. (2021)

Keyphrases

data sets
data analysis
learning algorithm
database
prior knowledge
missing data
data collection
small number

distributed data
learning scheme
raw data
image data
training data
high quality
data sources
synthetic data

learning process
data processing
computer systems
statistical analysis
knowledge discovery
experimental data
learning problems
active learning

adaptive learning
noisy data
data distribution
background knowledge
input data
supervised learning
end users
data points