@conference {689096,
	title = {Locating a Small Cluster Privately},
	booktitle = {PODS 2016},
	year = {2016},
	month = {June 26 2016},
	address = {ACM SIGMOD/PODS Conference, San Francisco, USA, 2016},
	abstract = {
	We present a new algorithm for locating a small cluster of points with differential privacy [Dwork, McSherry, Nissim,and Smith, 2006]. Our algorithm has implications to private data exploration, clustering, and removal of outliers. Furthermore, we use it to significantly relax the requirements of the sample and aggregate technique [Nissim, Raskhodnikova,and Smith, 2007], which allows compiling of "off the shelf" (non-private) analyses into analyses that preserve differential privacy.

},
	author = {Kobbi Nissim and Uri Stemmer and Salil Vadhan}
}
