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85

COLT
2006
Springer

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Tracking the Best Hyperplane with a Simple Budget Perceptron

15 years 5 months ago

Tracking the Best Hyperplane with a Simple Budget Perceptron

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Nicolò Cesa-Bianchi, Claudio Gentile

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97

Voted

ANN
1995

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15 years 5 months ago

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H. J. M. Peters

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96

COLT
1995
Springer

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The Perceptron Algorithm vs. Winnow: Linear vs. Logarithmic Mistake Bounds when few Input Variables are Relevant

15 years 5 months ago

The Perceptron Algorithm vs. Winnow: Linear vs. Logarithmic Mistake Bounds when few Input Variables are Relevant

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Jyrki Kivinen, Manfred K. Warmuth

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79

Voted

EUROCRYPT
1995
Springer

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A New Identification Scheme Based on the Perceptrons Problem

15 years 5 months ago

A New Identification Scheme Based on the Perceptrons Problem

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David Pointcheval

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87

ESANN
2004

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Functional preprocessing for multilayer perceptrons

15 years 3 months ago

Functional preprocessing for multilayer perceptrons

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In many applications, high dimensional input data can be considered as sampled functions. We show in this paper how to use this prior knowledge to implement functional preprocessin...

Fabrice Rossi, Brieuc Conan-Guez

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