> For the complete documentation index, see [llms.txt](https://differentialprivacy.gitbook.io/dp/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://differentialprivacy.gitbook.io/dp/overview-3/bibliographic-notes.md).

# 参考文献

The offline query release mechanism given in this section is from Blum et al. \[8], which gave bounds in terms of the VC-Dimension of the query class (Theorem 4.9). The generalization to fat shattering dimension is given in \[72].

The online query release mechanism given in this section is from Hardt and Rothblum \[44]. This mechanism uses the classic multiplica- tive weights update method, for which Arora, Hazan and Kale give an excellent survey \[1]. Slightly improved bounds for the private multi- plicative weights mechanism were given by Gupta et al. \[39], and the analysis here follows the presentation from \[39].