Question 2
Which of the following statements accurately describes the behavior of the learning rate in the AdaGrad algorithm?
In each iteration, the learning rate monotonically increases.
In each iteration, the learning rate can increase, decrease, or remain constant.
In each iteration, the learning rate monotonically decreases, although it may remain constant for some periods.
The learning rate remains constant throughout the iterations.
Question 3
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More on the Deep Learning Quiz 2 4 Aug 2024 paper
The IIT Madras BS Deep Learning (Deep Learning) Quiz 2 paper sat on 4 Aug 2024, in the May 2024 term: 16 questions for 50 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 4 Aug 2024 at a glance |
|---|---|
| Term | May 2024 term |
| Subject | Deep Learning |
| Course code | BSCS3004 |
| Questions | 16 |
| Marks | 50 |
| Duration | 120 min |
| MCQ | 11 |
| MSQ | 1 |
| Numerical | 4 |
| Official paper | IIT M DEGREE AN EXAM QDB2 4 Aug 2024 |
| Negative marking | No negative marking. |
| Updated |