2 search results - page 1 / 1 » The projectron: a bounded kernel-based Perceptron |
76
Voted
ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
We present a discriminative online algorithm with a bounded memory growth, which is based on the kernel-based Perceptron. Generally, the required memory of the kernelbased Percept...
100
Voted
SIAMCOMP
2008
15 years 12 days ago
2008
Abstract. The Perceptron algorithm, despite its simplicity, often performs well in online classification tasks. The Perceptron becomes especially effective when it is used in conju...