From 3d3e1b5804b871fa9c7bc8fa2a712c997f629c3e Mon Sep 17 00:00:00 2001
From: Thibaut Horel <thibaut.horel@gmail.com>
Date: Tue, 19 May 2015 00:45:41 +0200
Subject: Style update and acknowledgments

---
 paper/icml2015.sty | 2 +-
 paper/paper.tex    | 6 ++++++
 2 files changed, 7 insertions(+), 1 deletion(-)

diff --git a/paper/icml2015.sty b/paper/icml2015.sty
index 3eabeaf..4798e3c 100644
--- a/paper/icml2015.sty
+++ b/paper/icml2015.sty
@@ -108,7 +108,7 @@
 % change that text.
 %%%%%%%%%%%%%%%%%%%%
 \newcommand{\ICML@appearing}{\textit{Proceedings of the
-$\mathit{31}^{st}$ International Conference on Machine Learning},
+$\mathit{32}^{nd}$ International Conference on Machine Learning},
 Lille, France, 2015. JMLR: W\&CP volume 37. 
 Copyright 2015 by the author(s).}
 
diff --git a/paper/paper.tex b/paper/paper.tex
index 5d22e47..1f261a6 100644
--- a/paper/paper.tex
+++ b/paper/paper.tex
@@ -124,6 +124,12 @@ Diffusion Processes}
 \input{sections/discussion.tex}
 
 \newpage
+
+\section*{Acknowledgments}
+
+We would like to thank Yaron Singer, David Parkes, Jelani Nelson, Edoardo
+Airoldi and Or Sheffet for helpful discussions. We are also grateful to the
+anonymous reviewers for their insightful feedback and suggestions.
 \bibliography{sparse}
 \bibliographystyle{icml2015}
 
-- 
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