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Deep Learning, Quiz 2

January 2023 term, 2 Apr 2023, Set QPE3

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Question 1

+3−0Single correct

Select one option

A.
AdaGrad takes lesser number of iterations than vanilla Gradient Descent toconverge
B.
AdaGrad takes more number of iterations than vanilla Gradient Descent toconverge
C.
Both the algorithms will converge in equal number of iterations
D.
Both the algorithms will keep oscillating around the minimum

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Figure from the original question paper Figure from the original question paper Which of the following statement(s) is (are) true about adaptive gradient descent algorithms?