Towards Model Agnostic Federated Learning Using Knowledge Distillation.

Andrei Afonin Sai Praneeth Karimireddy

Published in: ICLR (2022)

Keyphrases

prior knowledge
computational model
conceptual model
learning process
knowledge acquisition
learning algorithm
learning models
domain knowledge
learning systems

probability distribution
expert knowledge
knowledge management
learning tasks
reinforcement learning
learning scheme
mathematical model
conceptual framework
knowledge sharing

experimental data
knowledge base
active learning
learning mechanism
learned knowledge
online learning
management system
knowledge transfer
additional knowledge

acquire knowledge
statistical model
background knowledge
machine learning
parameter estimation
model selection
probabilistic model
knowledge discovery