Robustness and Convergence Analysis of First-Order Distributed Optimization Algorithms over Subspace Constraints

Dennis J. Marquis, Dany Abou Jaoude, Mazen Farhood +1

This paper extends algorithms that remove the fixed point bias of decentralized gradient descent to solve the more general problem of distributed optimization over subspace constra…