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What is Automatic Differentiation

CS8850: Forward Mode AD

Full Jacobian using reverse-mode AD in JAX

Provably Correct, Asymptotically Efficient, Higher-Order Reverse-Mode Automatic Differenti (Teaser)

CS8850: A minute on Backprop
![[SC'21] Reverse Mode Automatic Differentiation and Optimization of GPU Kernels via Enzyme](https://i.ytimg.com/vi/6OeDhADBPCs/mqdefault.jpg)
[SC'21] Reverse Mode Automatic Differentiation and Optimization of GPU Kernels via Enzyme
![[POPL'22] Provably Correct, Asymptotically Efficient, Higher-Order Reverse-Mode Automatic](https://i.ytimg.com/vi/mASQIf3nKb8/mqdefault.jpg)
[POPL'22] Provably Correct, Asymptotically Efficient, Higher-Order Reverse-Mode Automatic

Simple reverse-mode Autodiff in Python

3 Forward Mode Automatic Differentiation

FHPNC 2021 - Reverse Automatic Differentiation for Accelerate (Extended Abstract)

Automatic Differentiation
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Last Updated: August 16, 2026
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