Decentralized Gradient-Free Methods for Stochastic Non-Smooth Non-Convex Optimization

Zhenwei Lin, Jingfan Xia, Qi Deng +1

We consider decentralized gradient-free optimization of minimizing Lipschitz continuous functions that satisfy neither smoothness nor convexity assumption. We propose two novel gra…