The Perceptron algorithm versus Winnow: Linear versus logarithmic mistake bounds when few input variables are relevant
Research output: Contribution to journal › Article › Research › peer-review
Standard
The Perceptron algorithm versus Winnow: Linear versus logarithmic mistake bounds when few input variables are relevant. / Kivinen, J.; Warmuth, M. K.; Auer, P.
In: Artificial intelligence, Vol. 97, No. 1-2, 01.12.1997, p. 325-343.
In: Artificial intelligence, Vol. 97, No. 1-2, 01.12.1997, p. 325-343.
Research output: Contribution to journal › Article › Research › peer-review
Harvard
Kivinen, J, Warmuth, MK & Auer, P 1997, 'The Perceptron algorithm versus Winnow: Linear versus logarithmic mistake bounds when few input variables are relevant', Artificial intelligence, vol. 97, no. 1-2, pp. 325-343.
APA
Kivinen, J., Warmuth, M. K., & Auer, P. (1997). The Perceptron algorithm versus Winnow: Linear versus logarithmic mistake bounds when few input variables are relevant. Artificial intelligence, 97(1-2), 325-343.
Vancouver
Kivinen J, Warmuth MK, Auer P. The Perceptron algorithm versus Winnow: Linear versus logarithmic mistake bounds when few input variables are relevant. Artificial intelligence. 1997 Dec 1;97(1-2):325-343.
Author
Bibtex - Download
@article{678ae357942c442286b5d4b381a41518,
title = "The Perceptron algorithm versus Winnow: Linear versus logarithmic mistake bounds when few input variables are relevant",
keywords = "Linear threshold functions, Mistake bounds, Multiplicative updates, Perceptron algorithm, Relevant variables",
author = "J. Kivinen and Warmuth, {M. K.} and P. Auer",
year = "1997",
month = dec,
day = "1",
language = "English",
volume = "97",
pages = "325--343",
journal = "Artificial intelligence",
issn = "0004-3702",
publisher = "Elsevier",
number = "1-2",
}
RIS (suitable for import to EndNote) - Download
TY - JOUR
T1 - The Perceptron algorithm versus Winnow
T2 - Linear versus logarithmic mistake bounds when few input variables are relevant
AU - Kivinen, J.
AU - Warmuth, M. K.
AU - Auer, P.
PY - 1997/12/1
Y1 - 1997/12/1
KW - Linear threshold functions
KW - Mistake bounds
KW - Multiplicative updates
KW - Perceptron algorithm
KW - Relevant variables
UR - http://www.scopus.com/inward/record.url?scp=0031375503&partnerID=8YFLogxK
M3 - Article
AN - SCOPUS:0031375503
VL - 97
SP - 325
EP - 343
JO - Artificial intelligence
JF - Artificial intelligence
SN - 0004-3702
IS - 1-2
ER -
