Tackling Data Heterogeneity in Federated Learning with Class Prototypes.

Yutong Dai Zeyuan Chen Junnan Li Shelby Heinecke Lichao Sun Ran Xu

Published in: AAAI (2023)

Keyphrases

data sets
raw data
prior knowledge
experimental data
training data
data points
learning algorithm
image data
high quality

sensor data
data sources
data collection
data analysis
inductive inference
background knowledge
statistical analysis
knowledge acquisition

human experts
data processing
data quality
supervised learning
knowledge discovery
reinforcement learning
noisy data
learning models

database
distributed data
training examples
information sources
online learning
active learning
training set
social networks