3 citations · 5 across the 10 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
cs.LG2024
Personalized Federated Learning with Mixture of Models for Adaptive Prediction and Model Fine-Tuning
Pouya M. Ghari, Yanning Shen
Federated learning is renowned for its efficacy in distributed model training, ensuring that users, called clients, retain data privacy by not disclosing their data to the central…
cs.LG2024
Budgeted Online Model Selection and Fine-Tuning via Federated Learning
Pouya M. Ghari, Yanning Shen
Online model selection involves selecting a model from a set of candidate models 'on the fly' to perform prediction on a stream of data. The choice of candidate models henceforth h…