diff --git a/docs/changelog.rst b/docs/changelog.rst
index 2e47f055..18f77c24 100644
--- a/docs/changelog.rst
+++ b/docs/changelog.rst
@@ -1,6 +1,21 @@
 Changelog
 =========
 
+Version 0.8.2
+-------------
+
+Bug fixes and enhancements
+~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+- Added SPS+ variant to PolyakSGD, by Fabian Pedregosa.
+- Fixed jax.config import, by Sergei Lebedev.
+- Fixed typos in the doc + upload missing image, by Fabian Pedregosa.
+
+Contributors
+~~~~~~~~~~~~
+
+Fabian Pedregosa, Sergei Lebedev.
+
 Version 0.8.1
 -------------
 
diff --git a/jaxopt/version.py b/jaxopt/version.py
index d2f6443d..0db86fb8 100644
--- a/jaxopt/version.py
+++ b/jaxopt/version.py
@@ -14,4 +14,4 @@
 
 """JAXopt version."""
 
-__version__ = "0.8.1"
+__version__ = "0.8.2"