EFFICIENTLY ESTIMATING ERDOS-RENYI GRAPHS WITH NODE DIFFERENTIAL PRIVACY

von Ullman, Jonathan
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 5 of 20 (2020)

AUDITING DIFFERENTIALLY PRIVATE MACHINE LEARNING: HOW PRIVATE IS PRIVATE SGD?

von Jagielski, Matthew
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 27 of 27 (2021)

COINPRESS: PRACTICAL PRIVATE MEAN AND COVARIANCE ESTIMATION

von Biswas, Sourav
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 18 of 27 (2021)

DIFFERENTIALLY PRIVATE ALGORITHMS FOR LEARNING MIXTURES OF SEPARATED GAUSSIANS

von Kamath, Gautam
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 1 of 20 (2020)

Mechanism design in large games : incentives and privacy

Veröffentlicht in The American economic review (2014)

Covariance-Aware Private Mean Estimation Without Private Covariance Estimation

von Brown, Gavin
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 10 of 36 (2022)

LEVERAGING PUBLIC DATA FOR PRACTICAL PRIVATE QUERY RELEASE

von LIU, TERRANCE
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 9 of 16 (2022)

PRIVATE IDENTITY TESTING FOR HIGH-DIMENSIONAL DISTRIBUTIONS

von Canonne, Clément L.
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 13 of 27 (2021)

PRIVATE QUERY RELEASE ASSISTED BY PUBLIC DATA

von Bassily, Raef
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 1 of 15 (2021)