1 code implementation • 14 Dec 2023 • Pranava Singhal, Shashi Raj Pandey, Petar Popovski
The standard client selection algorithms for Federated Learning (FL) are often unbiased and involve uniform random sampling of clients.
no code implementations • 18 Apr 2023 • Pranava Singhal, Waqar Mirza, Ajit Rajwade, Karthik S. Gurumoorthy
In this paper, we describe a method for estimating the joint probability density from data samples by assuming that the underlying distribution can be decomposed as a mixture of product densities with few mixture components.