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?

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• 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? 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: Match the optimization algorithms in Column A with their corresponding properties or characteristics in Column B. Note that an algorithm in Column A may correspond to multiple properties in Column B. Figure from the original question paper Choose the correct set of mappings: