Core Concepts
Providing insights into Byzantine-resilient distributed optimization algorithms and their convergence properties.
Stats
We analyze the convergence rate and normalized convergence radius for different values of the contraction factor γ and scaled constant step-size ˜α.
Quotes
"Our work provides a convergence analysis under mild assumptions of four resilient algorithms."
"The regular agents' states converge geometrically to a neighborhood of the true minimizer x∗."