Variational Bayes In Private Settings (VIPS)

1 November 2016

Papers citing "Variational Bayes In Private Settings (VIPS)"

10 / 10 papers shown

Title
Subsampled Rényi Differential Privacy and Analytical Moments Accountant Yu Wang Borja Balle S. Kasiviswanathan 71 398 0 31 Jul 2018
Differentially Private Variational Inference for Non-conjugate Models Hibiki Ito O. Dikmen Antti Honkela FedML 46 48 0 27 Oct 2016
Deep Learning with Differential Privacy Martín Abadi Andy Chu Ian Goodfellow H. B. McMahan Ilya Mironov Kunal Talwar Li Zhang FedML SyDa 194 6,113 0 01 Jul 2016
Variational Inference: A Review for Statisticians David M. Blei A. Kucukelbir Jon D. McAuliffe BDL 256 4,787 0 04 Jan 2016
Interpretable classifiers using rules and Bayesian analysis: Building a better stroke prediction model Benjamin Letham Cynthia Rudin Tyler H. McCormick D. Madigan FAtt 60 743 0 05 Nov 2015
The Composition Theorem for Differential Privacy Peter Kairouz Sewoong Oh Pramod Viswanath 107 680 0 04 Nov 2013
Tuned Models of Peer Assessment in MOOCs Chris Piech Jonathan Huang Zhenghao Chen Chuong B. Do A. Ng D. Koller HAI 76 406 0 09 Jul 2013
Bayesian Differential Privacy through Posterior Sampling Christos Dimitrakakis B. Nelson and Zuhe Zhang Aikaterini Mitrokotsa Benjamin I. P. Rubinstein 69 118 0 05 Jun 2013
Stochastic Variational Inference Matt Hoffman David M. Blei Chong-Jun Wang John Paisley BDL 252 2,621 0 29 Jun 2012
On Sampling, Anonymization, and Differential Privacy: Or, k-Anonymization Meets Differential Privacy Ninghui Li Wahbeh H. Qardaji D. Su 100 279 0 13 Jan 2011