Private Learning and Sanitization: Pure vs. Approximate Differential Privacy

10 July 2014

Papers citing "Private Learning and Sanitization: Pure vs. Approximate Differential Privacy"

9 / 9 papers shown

Title
Retraining with Predicted Hard Labels Provably Increases Model Accuracy Rudrajit Das Inderjit S Dhillon Alessandro Epasto Adel Javanmard Jieming Mao Vahab Mirrokni Sujay Sanghavi Peilin Zhong 80 2 0 17 Jun 2024
The Price of Selection in Differential Privacy Mitali Bafna Jonathan R. Ullman 71 30 0 09 Feb 2017
Sample Complexity Bounds on Differentially Private Learning via Communication Complexity Vitaly Feldman David Xiao 192 74 0 25 Feb 2014
Characterizing the Sample Complexity of Private Learners A. Beimel Kobbi Nissim Uri Stemmer 56 78 0 10 Feb 2014
$Answering n^{2+o(1)} Counting Queries with Differential Privacy is Hard$ Answering n^{2+o(1)} Counting Queries with Differential Privacy is Hard Jonathan R. Ullman 62 99 0 30 Jul 2012
Lower bounds in differential privacy Anindya De 59 132 0 12 Jul 2011
Privately Releasing Conjunctions and the Statistical Query Barrier Anupam Gupta Moritz Hardt Aaron Roth Jonathan R. Ullman 66 148 0 04 Nov 2010
On the Geometry of Differential Privacy Moritz Hardt Kunal Talwar 105 462 0 21 Jul 2009
What Can We Learn Privately? S. Kasiviswanathan Homin K. Lee Kobbi Nissim Sofya Raskhodnikova Adam D. Smith 99 1,459 0 06 Mar 2008