LeveragingPredictionsinSmoothedOnlineConvex OptimizationviaGradient-basedAlgorithms

Neural Information Processing Systems 

Since the switching costs introduce coupling across all stages, multi-step-ahead (long-term) predictions areincorporated toimprovethe online performance.

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