diff --git a/README.md b/README.md
index 701bda410..ffb97c32c 100644
--- a/README.md
+++ b/README.md
@@ -71,11 +71,11 @@ We thank Rajesh Ranganath, Allison Chaney, Jaan Altosaar, and other members of t
 We appreciate citations for Edward because it lets us find out how
 people have been using the library and it motivates further work.
 
-Dustin Tran, David M. Blei, Alp Kucukelbir, Adji Dieng, Maja Rudolph, and Dawen Liang. 2016. Edward: A library for probabilistic modeling, inference, and criticism, Version 1.0.2. https://github.com/blei-lab/edward
+Dustin Tran, David M. Blei, Alp Kucukelbir, Adji Dieng, Maja Rudolph, and Dawen Liang. 2016. Edward: A library for probabilistic modeling, inference, and criticism, Version 1.0.3. https://github.com/blei-lab/edward
 ```
 @misc{tran2016edward,
   author = {Dustin Tran and David M. Blei and Alp Kucukelbir and Adji Dieng and Maja Rudolph and Dawen Liang},
-  title = {{Edward: A library for probabilistic modeling, inference, and criticism, Version 1.0.2}},
+  title = {{Edward: A library for probabilistic modeling, inference, and criticism, Version 1.0.3}},
   year = {2016},
   url = {https://github.com/blei-lab/edward}
 }
diff --git a/setup.py b/setup.py
index 0ffeb720e..976aca6f8 100644
--- a/setup.py
+++ b/setup.py
@@ -2,7 +2,7 @@
 
 setup(
     name='edward',
-    version='1.0.2',
+    version='1.0.3',
     description='A library for probabilistic modeling, inference, and criticism',
     author='Dustin Tran',
     author_email="dustin@cs.columbia.edu",