Ghadir Ayache

Self-Regulating Random Walks for Resilient Decentralized Learning on Graphs

2024 · arXiv (Cornell University)

Consider the setting of multiple random walks (RWs) on a graph executing a certain computational task. For instance, in decentralized learning via RWs, a model is updated at each iteration based on the local data …