diff --git a/HISTORY.md b/HISTORY.md
index 6d086bf76f..fc4a190b55 100644
--- a/HISTORY.md
+++ b/HISTORY.md
@@ -56,7 +56,7 @@
   * Add LiSHT activation function (#2182).
 
   * Add Valid and Same Padding for Transposed Convolution layer (#2163).
-  
+
   * Add CELU activation function (#2191)
 
   * Add Log-Hyperbolic-Cosine Loss function (#2207)
@@ -79,6 +79,9 @@
 
   * Add Margin Ranking Loss Function (#2264).
 
+  * Bugfix for incorrect parameter vector sizes in logistic regression and
+    softmax regression (#2359).
+
 ### mlpack 3.2.2
 ###### 2019-11-26
   * Add `valid` and `same` padding option in `Convolution` and `Atrous