RMSProp

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RMSProp

RMSProp is a gradient-based optimization algorithm. It is similar to Adagrad, but introduces an additional decay term to counteract Adagrad’s rapid decrease in learning rate. • Neural Networks for Machine Learning Lecture 6a • Stanford CS231n: Optimization Algorithms • An overview of gradient descent optimization algorithms