Safe-EF achieves the optimal O(RM/√(δT)) rate, up to constants, for non-smooth convex distributed optimization with contractive compression and safety constraints, and the matching lower bound is established.
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Safe-EF: Error Feedback for Nonsmooth Constrained Optimization
Safe-EF achieves the optimal O(RM/√(δT)) rate, up to constants, for non-smooth convex distributed optimization with contractive compression and safety constraints, and the matching lower bound is established.