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diff --git a/notes.bib b/notes.bib
index 9a49c0e..113f6d2 100644
--- a/notes.bib
+++ b/notes.bib
@@ -5,6 +5,28 @@
   publisher={Cambridge University Press}
 }
 
+@inproceedings{pranav,
+author="Pranav Dandekar and Nadia Fawaz and Stratis Ioannidis",
+title= "Privacy Auctions for Recommender Systems",
+booktitle = "WINE",
+year = 2012
+}
+@inproceedings{ghosh-roth:privacy-auction,
+ author = {Ghosh, Arpita and Roth, Aaron},
+ title = {{Selling privacy at auction}},
+ booktitle = {{Proc. ACM EC}},
+ year = {2011},
+ isbn = {978-1-4503-0261-6},
+ location = {San Jose, California, USA},
+ pages = {199--208},
+ numpages = {10},
+ doi = {http://doi.acm.org/10.1145/1993574.1993605},
+ acmid = {1993605},
+ keywords = {auctions, differential privacy},
+}
+
+
+
 @article{approximatemechanismdesign,
   author    = {Kobbi Nissim and
                Rann Smorodinsky and