diff --git a/CHANGELOG.md b/CHANGELOG.md
index 23051f148..1eab5e076 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,9 +1,16 @@
 # v0.15.0
 
+## Major changes
 - Active subspaces for sensitivity analysis (#394, [tutorial](https://www.mackelab.org/sbi/tutorial/09_sensitivity_analysis/))
+
+## API changes
 - `pairplot()`, `conditional_pairplot()`, and `conditional_corrcoeff()` should now be imported from `sbi.analysis` instead of `sbi.utils` (#394).
 - Changed `fig_size` to `figsize` in pairplot (#394).
 
+## Minor changes
+- depend on new `joblib=1.0.0`
+- fix progress bar updates for multiprocessing
+
 
 # v0.14.3