From 24e1cb4ac43c6bd9c4ea9f73338d85c01ceb052a Mon Sep 17 00:00:00 2001 From: Gaurav Arya Date: Thu, 20 Jun 2024 00:25:55 -0400 Subject: [PATCH] Fix formatting issues in note --- src/algorithms.jl | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/src/algorithms.jl b/src/algorithms.jl index 823de0a..e9c603a 100644 --- a/src/algorithms.jl +++ b/src/algorithms.jl @@ -44,11 +44,11 @@ If `forward_u` is not provided, it is randomly generated. where `u` is a test direction. !!! note - For more details on the reverse-mode approach, see the following papers and talks: - - * ["You Only Linearize Once: Tangents Transpose to Gradients"](https://arxiv.org/abs/2204.10923), Radul et al. 2022. - * ["Reverse mode ADEV via YOLO: tangent estimators transpose to gradient estimators"](https://www.youtube.com/watch?v=pnPmk-leSsE)), Becker et al. 2024 - * ["Probabilistic Programming with Programmable Variational Inference"](https://pldi24.sigplan.org/details/pldi-2024-papers/87/Probabilistic-Programming-with-Programmable-Variational-Inference), Becker et al. 2024 + For more details on the reverse-mode approach, see the following papers and talks: + + * ["You Only Linearize Once: Tangents Transpose to Gradients"](https://arxiv.org/abs/2204.10923), Radul et al. 2022. + * ["Reverse mode ADEV via YOLO: tangent estimators transpose to gradient estimators"](https://www.youtube.com/watch?v=pnPmk-leSsE), Becker et al. 2024 + * ["Probabilistic Programming with Programmable Variational Inference"](https://pldi24.sigplan.org/details/pldi-2024-papers/87/Probabilistic-Programming-with-Programmable-Variational-Inference), Becker et al. 2024 """ struct EnzymeReverseAlgorithm{B <: StochasticAD.AbstractFIsBackend} backend::B