FedDM: Data and Model Heterogeneity-Aware Federated Learning via Dynamic Weight Sharing.

Leming Shen Yuanqing Zheng

Published in: ICDCS (2023)

Keyphrases

prior knowledge
learning models
data sets
experimental data
probability distribution
learning algorithm
input data
image data
data sources
probabilistic model
sensory data
human experts

data processing
hidden variables
bayesian methods
data mining
learning scheme
distributed data
accurate models
raw data
simulation data
test data
computational model
learning phase

multiple users
measured data
temporal dependencies
high dimensional data
high level
training data
data collection
supervised learning
data analysis
knowledge discovery
database

neural network
objective function
data structure
learning process
end users
mathematical model
data mining techniques
access control
learning tasks
statistical methods
background knowledge