Robust Decentralized Optimization under Node Failures via Adaptive Regularization

Ilya Kuruzov, Anastasiia Murzina

We study decentralized minimization of a sum of functions over a network where nodes may only leave, the remaining nodes stay connected, and the topology freezes between departures…