Non-Euclidean Differentially Private Stochastic Convex Optimization

Raef Bassily, Cristóbal Guzmán, Anupama Nandi

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Original language	English
Title of host publication	34th Annual Conference on Learning Theory 2021
Publisher	MLResearchPress
Pages	474-499
Number of pages	26
Publication status	Published - 2021
Event	34th Conference on Learning Theory, COLT 2021 - Boulder, United States Duration: 4 Aug 2021 → 5 Aug 2021 Conference number: 34

Name	Proceedings of Machine Learning Research
Volume	134

Conference	34th Conference on Learning Theory, COLT 2021
Abbreviated title	COLT 2021
Country/Territory	United States
City	Boulder
Period	4/08/21 → 5/08/21

Access to Document

@inproceedings{cb3d55ca94564f10b354aa37063e6cfc,

title = "Non-Euclidean Differentially Private Stochastic Convex Optimization",

author = "Raef Bassily and Crist{\'o}bal Guzm{\'a}n and Anupama Nandi",

year = "2021",

language = "English",

series = "Proceedings of Machine Learning Research",

publisher = "MLResearchPress",

pages = "474--499",

booktitle = "34th Annual Conference on Learning Theory 2021",

note = "34th Conference on Learning Theory, COLT 2021, COLT 2021 ; Conference date: 04-08-2021 Through 05-08-2021",

}

Bassily, R, Guzmán, C & Nandi, A 2021, Non-Euclidean Differentially Private Stochastic Convex Optimization. in 34th Annual Conference on Learning Theory 2021. Proceedings of Machine Learning Research, vol. 134, MLResearchPress, pp. 474-499, 34th Conference on Learning Theory, COLT 2021, Boulder, Colorado, United States, 4/08/21. <http://proceedings.mlr.press/v134/bassily21a.html>

34th Annual Conference on Learning Theory 2021. MLResearchPress, 2021. p. 474-499 (Proceedings of Machine Learning Research; Vol. 134).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - Non-Euclidean Differentially Private Stochastic Convex Optimization

AU - Bassily, Raef

AU - Guzmán, Cristóbal

AU - Nandi, Anupama

N1 - Conference code: 34

PY - 2021

Y1 - 2021

M3 - Conference contribution

T3 - Proceedings of Machine Learning Research

SP - 474

EP - 499

BT - 34th Annual Conference on Learning Theory 2021

PB - MLResearchPress

T2 - 34th Conference on Learning Theory, COLT 2021

Y2 - 4 August 2021 through 5 August 2021

ER -