Gradients

Choose a study mode

Play Quiz
Study Flashcards
Spaced Repetition
Chat to Lesson

Podcast

Play an AI-generated podcast conversation about this lesson
Download our mobile app to listen on the go
Get App

Questions and Answers

Which topics are covered in this lecture?

  • Directional derivatives and gradient (correct)
  • Partial derivatives
  • Derivatives of bilinear functions
  • Derivatives of linear mappings

What are the most common mappings in deep learning?

  • Vector-valued functions
  • Linear and bilinear mappings (correct)
  • Jacobi-matrix
  • Chain rule

What is the relationship between directional derivatives and partial derivatives?

  • Directional derivatives are equivalent to partial derivatives (correct)
  • Directional derivatives are the opposite of partial derivatives
  • Directional derivatives are more complex than partial derivatives
  • Directional derivatives are unrelated to partial derivatives

What is the chain rule used for in deep learning?

<p>Dealing with combinations of linear and bilinear mappings with activation functions (A)</p> Signup and view all the answers

What are the most difficult aspects of differentiation?

<p>Integrals (D)</p> Signup and view all the answers

Flashcards are hidden until you start studying

More Like This

Gradients and Intercepts
15 questions

Gradients and Intercepts

ErrFreeNourishment avatar
ErrFreeNourishment
Straight Lines, Gradients and Quadratics
10 questions
Use Quizgecko on...
Browser
Browser