[HTML][HTML] Riemannian SVRG Using Barzilai–Borwein Method as Second-Order Approximation for Federated Learning

H **ao, T Yan, K Wang - Symmetry, 2024 - mdpi.com
In this paper, we propose a modified RFedSVRG method by incorporating the Barzilai–
Borwein (BB) method to approximate second-order information on the manifold for …

Riemannian SVRG with Barzilai-Borwein scheme for federated learning

H **ao, T Yan, S Zhao - Journal of Industrial and Management …, 2025 - aimsciences.org
Federated learning problems with non-convex constrain have many applications in practice.
Based on the Riemannian federated SVRG (RFedSVRG), we proposed a modified …