Machine Learning Advanced Quiz 5

1. Which of the following is a challenge in training deep neural networks?

2. What is the main concept behind the kernel trick in SVM?

3. Which method is used to stabilize GAN training?

4. What is the main advantage of using ensemble learning?

5. Which of the following is a property of the softmax function?

6. Which method is used to reduce overfitting in deep learning?

7. What is the main characteristic of a Markov property?

8. Which of the following is a challenge in unsupervised learning?

9. In self-supervised learning for vision, what is a common pretext task?

10. In a Transformer, what is the main role of positional encoding?