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Decentralized Inexact Cubic Newton Method with Consensus Procedure

math.OC · 2026-05-20 · unverdicted · novelty 6.0 · 2 refs

Decentralized Cubic Newton method for convex optimization that matches exact centralized iteration complexity with polylogarithmic extra communication rounds under gradient L1-smoothness and Hessian L2-Lipschitz continuity.

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  • Decentralized Inexact Cubic Newton Method with Consensus Procedure math.OC · 2026-05-20 · unverdicted · none · ref 37 · 2 links

    Decentralized Cubic Newton method for convex optimization that matches exact centralized iteration complexity with polylogarithmic extra communication rounds under gradient L1-smoothness and Hessian L2-Lipschitz continuity.