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diff --git a/ot/smooth.py b/ot/smooth.py
index 5a8e4b5..81f6a3e 100644
--- a/ot/smooth.py
+++ b/ot/smooth.py
@@ -26,7 +26,9 @@
# Remi Flamary <remi.flamary@unice.fr>
"""
-Implementation of
+Smooth and Sparse Optimal Transport solvers (KL an L2 reg.)
+
+Implementation of :
Smooth and Sparse Optimal Transport.
Mathieu Blondel, Vivien Seguy, Antoine Rolet.
In Proc. of AISTATS 2018.