diff --git a/docs/bib/general_citations.bib b/docs/bib/general_citations.bib
index 333fd221f2..d996d587b6 100644
--- a/docs/bib/general_citations.bib
+++ b/docs/bib/general_citations.bib
@@ -1,3 +1,15 @@
+% 2023-08-31
+@article{Kagan:2023gxz,
+    author = "Kagan, Michael and Heinrich, Lukas",
+    title = "{Branches of a Tree: Taking Derivatives of Programs with Discrete and Branching Randomness in High Energy Physics}",
+    eprint = "2308.16680",
+    archivePrefix = "arXiv",
+    primaryClass = "stat.ML",
+    month = "8",
+    year = "2023",
+    journal = ""
+}
+
 % 2023-06-06
 @article{Eschle:2023ikn,
     author = "Eschle, J. and others",