diff --git a/doc/whats_new/v0.1.rst b/doc/whats_new/v0.1.rst
index 2c35eb48f..2a5c82218 100644
--- a/doc/whats_new/v0.1.rst
+++ b/doc/whats_new/v0.1.rst
@@ -50,6 +50,7 @@ Changelog
 - |Feature| Add a suite of general categorical data CI tests, by `Adam Li`_ (:pr:`128`)
 - |Feature| Implement CAM, SCORE, DAS, NoGAM algorithms in ``dodiscover.toporder`` submodule (:pr:`129`)
 - |Feature| Add Psi-FCI and I-FCI algorithm for handling soft-interventional data, :class:`dodiscover.constraint.PsiFCI` by `Adam Li`_ (:pr:`111`)
+- |Fix| Update the kernel_width method to filter out zeros before computing the median pairwise distance,  by `Nick Parente`_ (:pr:`160`)
 
 Code and Documentation Contributors
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