THE FLAJOLET-MARTIN SKETCH ITSELF PRESERVES DIFFERENTIAL PRIVACY: PRIVATE COUNTING WITH MINIMAL SPACE

von Smith, Adam
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 24 of 27 (2021)

PRIVATE STOCHASTIC CONVEX OPTIMIZATION WITH OPTIMAL RATES

von Bassily, Raef
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 15 of 20 (2020)

Differentially Private Model Personalization

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

Privacy Amplification via Random Check-Ins

von Balle, Borja
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 6 of 27 (2021)

Improved Differential Privacy for SGD via Optimal Private Linear Operators on Adaptive Streams

von Denisov, Sergey
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 8 of 50 (2023)

PRACTICAL AND PRIVATE (DEEP) LEARNING WITHOUT SAMPLING OR SHUFFLING

von KAIROUZ, PETER
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 7 of 16 (2022)

A Separation Result Between Data-oblivious and Data-aware Poisoning Attacks

von Deng, Samuel
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 13 of 36 (2022)

PRIVATE ALTERNATING LEAST SQUARES: PRACTICAL PRIVATE MATRIX COMPLETION WITH TIGHTER RATES

von CHIEN, STEVE
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 3 of 16 (2022)

When Does Differentially Private Learning Not Suffer in High Dimensions?

von Li, Xuechen
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 37 of 50 (2023)