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Related Questions
- What are the common hyperparameters that need to be tuned when using Nesterov acceleration in optimization algorithms?
- How does Nesterov acceleration compare to other acceleration techniques such as Polyak momentum in terms of hyperparameter tuning?
- Are there any specific hyperparameter settings that are known to work well for Nesterov acceleration in certain domains or applications?
- Can you explain how the choice of hyperparameters affects the convergence rate and stability of Nesterov acceleration?
- Are there any methods for automatically tuning the hyperparameters of Nesterov acceleration, such as Bayesian optimization or grid search?
- How does the choice of hyperparameters for Nesterov acceleration impact the trade-off between convergence speed and computational cost?
- Are there any theoretical guarantees or bounds on the performance of Nesterov acceleration that depend on the choice of hyperparameters?
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