diff --git a/doc/conf.py b/doc/conf.py
index e829a429a4b7b..b77e8b1deb83e 100644
--- a/doc/conf.py
+++ b/doc/conf.py
@@ -253,7 +253,7 @@
# key: first image in set
# values: (number of plot in set, height of thumbnail)
carousel_thumbs = {'sphx_glr_plot_classifier_comparison_001.png': 600,
- 'sphx_glr_plot_outlier_detection_003.png': 372,
+ 'sphx_glr_plot_anomaly_comparison_001.png': 372,
'sphx_glr_plot_gpr_co2_001.png': 350,
'sphx_glr_plot_adaboost_twoclass_001.png': 372,
'sphx_glr_plot_compare_methods_001.png': 349}
diff --git a/doc/themes/scikit-learn/layout.html b/doc/themes/scikit-learn/layout.html
index 91c9b7336e095..dc107f93f8ca7 100644
--- a/doc/themes/scikit-learn/layout.html
+++ b/doc/themes/scikit-learn/layout.html
@@ -149,8 +149,8 @@
style="max-height: 200px; max-width: 629px; margin-left: -21px;">
+
+ 