Differential Privacy
82 papers
Papers per year
1
2
2
3
3
1
3
3
3
8
9
11
11
13
9
'10
'15
'20
'25
Papers
Sample Complexity Bounds on Differentially Private Learning via Communication Complexity
COLT 2014
The Noisy Power Method: A Meta Algorithm with Applications
NeurIPS 2014
A Stability-based Validation Procedure for Differentially Private Machine Learning
NeurIPS 2013
Statistical Active Learning Algorithms
NeurIPS 2013
A Simple and Practical Algorithm for Differentially Private Data Release
NeurIPS 2012
Privacy Aware Learning
NeurIPS 2012
Multiparty Differential Privacy via Aggregation of Locally Trained Classifiers
NeurIPS 2010