When Does Differentially Private Learning Not Suffer in High Dimensions?

Item #:

068431-2074

Details

DOI: https://doi.org/10.52202/068431-2074
Author(s): Abhradeep Guha Thakurta, Tatsunori Hashimoto, Huseyin A. Inan, Janardhan Kulkarni, Yin-Tat Lee, Xuechen Li, Daogao Liu
Pages: 28616-28630 (15 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-2074
Author(s): Abhradeep Guha Thakurta, Tatsunori Hashimoto, Huseyin A. Inan, Janardhan Kulkarni, Yin-Tat Lee, Xuechen Li, Daogao Liu
Pages: 28616-28630 (15 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)