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Deep Learning, Quiz 2

January 2026 term, 12 Apr 2026, Set 1

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Question 1

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Which of the following optimization algorithms combines Nesterov accelerated gradient with adaptive moment estimation?

Select one option

A.
NAdam
B.
Adam
C.
RMSprop with momentum
D.
Nesterov accelerated gradient descent

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Which of the following optimization algorithms combines Nesterov accelerated gradient with adaptive moment estimation? Which of the following optimization algorithms combines Nesterov accelerated gradient with adaptive moment estimation? Suppose that we apply Dropout regularization to a feed forward neural network. Suppose further that mini-batch gradient descent algorithm is used for updating the parameters of the network. Choose the correct statement from the following: