Question 1
Which of the following optimization algorithms combines Nesterov accelerated gradient with adaptive moment estimation?
NAdam
Adam
RMSprop with momentum
Nesterov accelerated gradient descent
Question 2
Which of the following optimization algorithms combines Nesterov accelerated gradient with adaptive moment estimation?
NAdam
Adam
RMSprop with momentum
Nesterov accelerated gradient descent
Question 3
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:
This will lead to sparcity in the trained weights.
None of these.
27 more questions in this paper
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More on the Deep Learning Quiz 2 12 Apr 2026 paper
The IIT Madras BS Deep Learning (Deep Learning) Quiz 2 paper sat on 12 Apr 2026, in the January 2026 term: 30 questions for 80 marks in 120 minutes. The first 3 questions are below. Sign in with Google — it is free — to see the whole paper with its answers and explanations, in learning mode or as a timed mock test.
| Feature | Deep Learning Quiz 2 12 Apr 2026 at a glance |
|---|---|
| Term | January 2026 term |
| Subject | Deep Learning |
| Course code | BSCS3004 |
| Questions | 30 |
| Marks | 80 |
| Duration | 120 min |
| MCQ | 8 |
| MSQ | 6 |
| Numerical | 16 |
| Official paper | Deep Learning 07 Apr 26 |
| Negative marking | No negative marking. |
| Updated |