breandan
03/22/2021, 7:15 PMInside Every Calculus Is A Little Algebra Waiting To Get Out
Because of deep learning, there has been a surge in interest in automatic differentiation, especially from the functional programming community. As a result there are many recent papers that look at AD from a Category Theory perspective. However, Category Theorists have already been looking at differentiation and calculus in general since the late 60’s in the context of Synthetic Differential Geometry, but it seems that this work is largely ignored by those interested in AD. In this talk, we will provide a gentle introduction to the ideas of SDG, by relating them to dual numbers, and show how it provides a simple and purely algebraic approach to (automatic) differentiation.https://mcgill.zoom.us/j/89551971819
altavir
03/22/2021, 7:42 PMРолан
03/23/2021, 8:03 PMРолан
03/27/2021, 2:58 PMbreandan
03/31/2021, 4:23 AMРолан
03/31/2021, 7:19 AM