Learning Rate Adaptation for Differentially Private Learning

Antti Koskela; Antti Honkela

Learning Rate Adaptation for Differentially Private Learning

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

Original language	English
Title of host publication	Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics
Number of pages	10
Publisher	AISTATS
Publication date	Jun 2020
Pages	2465-2475
Publication status	Published - Jun 2020
MoE publication type	A4 Article in conference proceedings
Event	AISTATS 2020: The 23rd International Conference on Artificial Intelligence and Statistics - Palermo, Italy Duration: 3 Jun 2020 → 5 Jun 2020 Conference number: 23

Publication series

Name	Proceedings of Machine Learning Research
Volume	108
ISSN (Electronic)	2640-3498

Fields of Science

113 Computer and information sciences

Access to Document

koskela20a-2Accepted author manuscript, 659 KBLicence: Unspecified

http://proceedings.mlr.press/v108/koskela20a/koskela20a.pdf

Cite this

@inproceedings{8e1f4001d24d4bd4854a298e7f775bf1,

title = "Learning Rate Adaptation for Differentially Private Learning",

keywords = "113 Computer and information sciences",

author = "Antti Koskela and Antti Honkela",

year = "2020",

month = jun,

language = "English",

series = "Proceedings of Machine Learning Research",

publisher = "AISTATS",

pages = "2465--2475",

booktitle = "Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics",

address = "United States",

note = "AISTATS 2020: The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020 ; Conference date: 03-06-2020 Through 05-06-2020",

}

Koskela, A & Honkela, A 2020, Learning Rate Adaptation for Differentially Private Learning. in Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics. Proceedings of Machine Learning Research, vol. 108, AISTATS, pp. 2465-2475, AISTATS 2020: The 23rd International Conference on Artificial Intelligence and Statistics, Palermo, Italy, 03/06/2020. <http://proceedings.mlr.press/v108/koskela20a/koskela20a.pdf>

Learning Rate Adaptation for Differentially Private Learning. / Koskela, Antti ; Honkela, Antti.

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics. AISTATS, 2020. p. 2465-2475 (Proceedings of Machine Learning Research; Vol. 108).

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

TY - GEN

T1 - Learning Rate Adaptation for Differentially Private Learning

AU - Koskela, Antti

AU - Honkela, Antti

N1 - Conference code: 23

PY - 2020/6

Y1 - 2020/6

KW - 113 Computer and information sciences

M3 - Conference contribution

T3 - Proceedings of Machine Learning Research

SP - 2465

EP - 2475

BT - Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics

PB - AISTATS

T2 - AISTATS 2020: The 23rd International Conference on Artificial Intelligence and Statistics

Y2 - 3 June 2020 through 5 June 2020

ER -