Reza Mirzaeifard

Federated Smoothing ADMM for Quantile Regression with Non-Convex Sparse Penalties

In decentralized systems like the Internet of Things (IoT) and cyber-physical networks, where data are distributed across multiple nodes, ensuring accurate and robust data analysis is crucial. Existing methods for penalized quantile regression often struggle with asynchronous operations and multiple…