Isu Jeong

On-Demand Federated Learning for Arbitrary Target Class Distributions

We introduce On-Demand Federated Learning (On-Demand FL), which enables on-demand federated learning of a deep model for an arbitrary target data distribution of interest by making the best use of the heterogeneity (non-IID-ness) of local client data, unlike existing approaches trying to circumvent…