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math.OC 1

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2026 1

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SHANG++: Robust Stochastic Acceleration under Multiplicative Noise

math.OC · 2026-03-10 · unverdicted · novelty 6.0

SHANG++ delivers faster convergence and stronger robustness to multiplicative noise in stochastic optimization for both convex and strongly convex problems, with explicit parameters and competitive deep-learning results.

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  • SHANG++: Robust Stochastic Acceleration under Multiplicative Noise math.OC · 2026-03-10 · unverdicted · none · ref 25

    SHANG++ delivers faster convergence and stronger robustness to multiplicative noise in stochastic optimization for both convex and strongly convex problems, with explicit parameters and competitive deep-learning results.