The Magic Behind Automatic Differentiation

This short tutorial covers the basics of

Description: Welcome to the Optimization Workshop, where we unravel the enchanting world of

The algorithm for

[NIPS 2016] Autodiff Workshop Speaker: Barak A. Pearlmutter, Maynooth University Slides: ...

In this video, we discuss PyTorch's

Since somehow you found this video i assume that you have seen the term

This video was recorded as part of CIS 522 - Deep Learning at the University of Pennsylvania. The course material, including the ...

Automatic differentiation

intro to

Orchard describes the theory

In the final video of this lecture, we look at how to make the computer maintain a computation graph for us, so that all we have to ...

Lecture 4 of the online course Deep Learning Systems: Algorithms and Implementation. This lecture introduces

Dive into the world of PyTorch and discover

By far not a complete story on AD, but provides a mental image to help digest further material on AD. For a bit more context, how ...

See updated video here: https://www.microsoft.com/en-us/research/video/from-

Ever wanted to know how

I go over details of

Automatic differentiation

Lecture on Computational Finance 2 / Applied Mathematical Finance and its Object Oriented Implementation. Session 01: ...