no code implementations • 11 Apr 2024 • Chengyu Xia, Danny H. K. Tsang, Vincent K. N. Lau
We propose a decentralized Turbo variational Bayesian inference (D-Turbo-VBI) FL framework where we firstly propose a hierarchical sparse prior to promote a clustered sparse structure in the weight matrix.
no code implementations • 21 Feb 2023 • Chengyu Xia, Danny H. K. Tsang, Vincent K. N. Lau
We derive an efficient Turbo-variational Bayesian inferencing (Turbo-VBI) algorithm to solve the resulting model compression problem with the proposed prior.