Y. Efe Erginbas

Gramian-Based Adaptive Combination Policies for Diffusion Learning Over Networks

This paper presents an adaptive combination strategy for distributed learning over diffusion networks. Since learning relies on the collaborative processing of the stochastic information at the dispersed agents, the overall performance can be improved by designing combination policies that adjust th…