2714 search results - page 299 / 543 » Machine Learning for Information Extraction |
103
click to vote
ICML
2008
IEEE
16 years 4 months ago
2008
IEEE
We derive a generalization bound for multiclassification schemes based on grid clustering in categorical parameter product spaces. Grid clustering partitions the parameter space i...
104
click to vote
ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
Dimensionality reduction is the problem of finding a low-dimensional representation of highdimensional input data. This paper examines the case where additional information is kno...
119
click to vote
ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
The proliferation of text documents on the web as well as within institutions necessitates their convenient organization to enable efficient retrieval of information. Although tex...
130
click to vote
ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
In this paper we focus on the adaptation of boosting to grammatical inference. We aim at improving the performances of state merging algorithms in the presence of noisy data by us...
127
click to vote
ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
This paper extends previous work on the Skewing algorithm, a promising approach that allows greedy decision tree induction algorithms to handle problematic functions such as parit...