diff --git a/_data/keynotes.yml b/_data/keynotes.yml
index 07d912b10de27351f4aaf50ffe2e96cf6834b785..8bee164b5787d657de2ebf8cfad69db1d70f035b 100644
--- a/_data/keynotes.yml
+++ b/_data/keynotes.yml
@@ -2,7 +2,7 @@
   lastname: Fribourg
   photo: fribourg.jpg
   title: |
-    Training and Generalization Errors for Underparameterized Neural Networks
+    SSSmoothRazor: SynthesiS of Smooth parameters using Ockham's Razor
     (joint work with D. Martin Xavier and L. Chamoin)
   affiliation: CNRS, France
   position: Senior Researcher
diff --git a/_data/program.yml b/_data/program.yml
index f9fdf1306e2690cf4616d8c6267143113130297e..051300d7cc24e02ea3c50fbb7906de28ccad8bc9 100644
--- a/_data/program.yml
+++ b/_data/program.yml
@@ -101,7 +101,7 @@
       to: "14:25"
       location: "Room: Fischbach"
       authors:
-        - Matthias Volker
+        - Matthias Volk
       # paper: andre.pdf
       # slides: keynote_andre.pdf
       # description: TBD