28 search results - page 4 / 6 » How boosting the margin can also boost classifier complexity |
76
Voted
JMLR
2002
15 years 14 days ago
2002
In this paper, we discuss round robin classification (aka pairwise classification), a technique for handling multi-class problems with binary classifiers by learning one classifie...
SDM
2008
SIAM
15 years 2 months ago
2008
SIAM
This paper presents a stagewise least square (SLS) loss function for classification. It uses a least square form within each stage to approximate a bounded monotonic nonconvex los...
119
Voted
RECOMB
2005
Springer
16 years 1 months ago
2005
Springer
Many important cellular response mechanisms are activated when a peptide binds to an appropriate receptor. In the immune system, the recognition of pathogen peptides begins when th...
101
Voted
ICPR
2002
IEEE
16 years 1 months ago
2002
IEEE
Classification of real-world data poses a number of challenging problems. Mismatch between classifier models and true data distributions on one hand and the use of approximate inf...
89
Voted
ICPR
2006
IEEE
16 years 1 months ago
2006
IEEE
In this paper we present a unsupervised learning based approach for sub-pixel motion estimation. The novelty of this work is the learning based method itself which tries to learn ...