A statistical approach to learning and generalization in layered neural networks

Esther Levin; Naftali Tishby; Sara A. Solla

A statistical approach to learning and generalization in layered neural networks

Esther Levin, Naftali Tishby, Sara A. Solla

Physiology

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

Original language	English (US)
Title of host publication	Proceedings of the 2nd Annual Workshop on Computational Learning Theory, COLT 1989
Publisher	Association for Computing Machinery, Inc
Pages	245-260
Number of pages	16
ISBN (Electronic)	1558600868, 9781558600867
State	Published - Dec 1 1989
Event	2nd Annual Workshop on Computational Learning Theory, COLT 1989 - Santa Cruz, United States Duration: Jul 31 1989 → Aug 2 1989

Publication series

Name	Proceedings of the 2nd Annual Workshop on Computational Learning Theory, COLT 1989

Conference

Conference	2nd Annual Workshop on Computational Learning Theory, COLT 1989
Country	United States
City	Santa Cruz
Period	7/31/89 → 8/2/89

ASJC Scopus subject areas

Software
Theoretical Computer Science
Artificial Intelligence

Access to Document

Cite this

@inproceedings{b2e4306c5f084ee6b791adb08b04daf5,

title = "A statistical approach to learning and generalization in layered neural networks",

author = "Esther Levin and Naftali Tishby and Solla, {Sara A.}",

year = "1989",

month = dec,

day = "1",

language = "English (US)",

series = "Proceedings of the 2nd Annual Workshop on Computational Learning Theory, COLT 1989",

publisher = "Association for Computing Machinery, Inc",

pages = "245--260",

booktitle = "Proceedings of the 2nd Annual Workshop on Computational Learning Theory, COLT 1989",

note = "2nd Annual Workshop on Computational Learning Theory, COLT 1989 ; Conference date: 31-07-1989 Through 02-08-1989",

}

Levin, E, Tishby, N & Solla, SA 1989, A statistical approach to learning and generalization in layered neural networks. in Proceedings of the 2nd Annual Workshop on Computational Learning Theory, COLT 1989. Proceedings of the 2nd Annual Workshop on Computational Learning Theory, COLT 1989, Association for Computing Machinery, Inc, pp. 245-260, 2nd Annual Workshop on Computational Learning Theory, COLT 1989, Santa Cruz, United States, 7/31/89.

A statistical approach to learning and generalization in layered neural networks. / Levin, Esther; Tishby, Naftali; Solla, Sara A.

Proceedings of the 2nd Annual Workshop on Computational Learning Theory, COLT 1989. Association for Computing Machinery, Inc, 1989. p. 245-260 (Proceedings of the 2nd Annual Workshop on Computational Learning Theory, COLT 1989).

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

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AU - Solla, Sara A.

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M3 - Conference contribution

AN - SCOPUS:84968226051

T3 - Proceedings of the 2nd Annual Workshop on Computational Learning Theory, COLT 1989

SP - 245

EP - 260

BT - Proceedings of the 2nd Annual Workshop on Computational Learning Theory, COLT 1989

PB - Association for Computing Machinery, Inc

T2 - 2nd Annual Workshop on Computational Learning Theory, COLT 1989

Y2 - 31 July 1989 through 2 August 1989

ER -