Enhanced Federated Learning on Non-Iid Data via Local Importance Sampling.

Zheqi Zhu Pingyi Fan Chenghui Peng Khaled B. Letaief

Published in: ICC Workshops (2023)

Keyphrases

importance sampling
prior knowledge
active learning
data points
semi supervised
high dimensional data
monte carlo
rare events
learning algorithm
bayesian networks
reinforcement learning
probability distribution
distributed data