Proper Learning, Helly Number, and an Optimal SVM Bound

Olivier Bousquet; Steve Hanneke; Shay Moran; Nikita Zhivotovskiy

Proper Learning, Helly Number, and an Optimal SVM Bound

Olivier Bousquet, Steve Hanneke, Shay Moran, Nikita Zhivotovskiy

Mathematics

Technion - Israel Institute of Technology

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

Original language	English
Title of host publication	Conference on Learning Theory, COLT 2020, 9-12 July 2020, Virtual Event [Graz, Austria]
Editors	Jacob D. Abernethy, Shivani Agarwal
Pages	582-609
Number of pages	28
Volume	125
State	Published - 2020

Publication series

Name	Proceedings of Machine Learning Research
Publisher	PMLR

Access to Document

http://proceedings.mlr.press/v125/bousquet20a.html

Cite this

Bousquet, O., Hanneke, S., Moran, S., & Zhivotovskiy, N. (2020). Proper Learning, Helly Number, and an Optimal SVM Bound. In J. D. Abernethy, & S. Agarwal (Eds.), Conference on Learning Theory, COLT 2020, 9-12 July 2020, Virtual Event [Graz, Austria] (Vol. 125, pp. 582-609). (Proceedings of Machine Learning Research). http://proceedings.mlr.press/v125/bousquet20a.html

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title = "Proper Learning, Helly Number, and an Optimal SVM Bound",

author = "Olivier Bousquet and Steve Hanneke and Shay Moran and Nikita Zhivotovskiy",

year = "2020",

language = "الإنجليزيّة",

volume = "125",

series = "Proceedings of Machine Learning Research",

publisher = "PMLR",

pages = "582--609",

editor = "Abernethy, {Jacob D.} and Shivani Agarwal",

booktitle = "Conference on Learning Theory, COLT 2020, 9-12 July 2020, Virtual Event [Graz, Austria]",

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Proper Learning, Helly Number, and an Optimal SVM Bound. / Bousquet, Olivier; Hanneke, Steve; Moran, Shay et al.
Conference on Learning Theory, COLT 2020, 9-12 July 2020, Virtual Event [Graz, Austria]. ed. / Jacob D. Abernethy; Shivani Agarwal. Vol. 125 2020. p. 582-609 (Proceedings of Machine Learning Research).

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

TY - GEN

T1 - Proper Learning, Helly Number, and an Optimal SVM Bound

AU - Bousquet, Olivier

AU - Hanneke, Steve

AU - Moran, Shay

AU - Zhivotovskiy, Nikita

PY - 2020

Y1 - 2020

M3 - منشور من مؤتمر

VL - 125

T3 - Proceedings of Machine Learning Research

SP - 582

EP - 609

BT - Conference on Learning Theory, COLT 2020, 9-12 July 2020, Virtual Event [Graz, Austria]

A2 - Abernethy, Jacob D.

A2 - Agarwal, Shivani

ER -