3050 search results - page 148 / 610 » On-line Algorithms in Machine Learning |
129
click to vote
COLT
2005
Springer
15 years 9 months ago
2005
Springer
We start by showing that in an active learning setting, the Perceptron algorithm needs Ω( 1 ε2 ) labels to learn linear separators within generalization error ε. We then prese...
153
Voted
IJDMB
2007
15 years 3 months ago
2007
: Phylogenetic profiles of proteins strings of ones and zeros encoding respectively the presence and absence of proteins in a group of genomes have recently been used to id...
155
click to vote
TNN
2010
14 years 10 months ago
2010
In this paper, a novel real-time online network model is presented. It is derived from the hierarchical radial basis function (HRBF) model and it grows by automatically adding unit...
138
click to vote
ESA
2006
Springer
15 years 7 months ago
2006
Springer
Much recent work in the theoretical computer science, linear algebra, and machine learning has considered matrix decompositions of the following form: given an m
164
click to vote
COLING
2000
15 years 5 months ago
2000
We present some novel machine learning techniques for the identification of subcategorization information for verbs in Czech. We compare three different statistical techniques app...