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AdaGrad (for adaptive gradient algorithm) is an enhanced stochastic gradient descent algorithm that automatically determines a per-parameter learning rate.

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Should you use optimization algorithms like Adagrad and ADAM for neural network online train...

Optimization algorithms like Adagrad and ADAM decay your learning rate over time. … Suppose I could use Adagrad or ADAM for online training, would the learning rate I find using grid search for offline training be suitable for online training? I'd imagine not. …