1364 search results - page 74 / 273 » Sampling Methods for Unsupervised Learning |
183
Voted
ECML
2007
Springer
15 years 8 months ago
2007
Springer
Boosting methods are known to exhibit noticeable overfitting on some datasets, while being immune to overfitting on other ones. In this paper we show that standard boosting algorit...
106
Voted
CVPR
2005
IEEE
16 years 4 months ago
2005
IEEE
Subspace methods such as PCA, LDA, ICA have become a standard tool to perform visual learning and recognition. In this paper we propose Representational Oriented Component Analysi...
126
Voted
CVPR
2008
IEEE
16 years 4 months ago
2008
IEEE
Given a finite number of data points sampled from a low-dimensional manifold embedded in a high dimensional space together with the parameter vectors for a subset of the data poin...
136
Voted
ICDM
2006
IEEE
15 years 8 months ago
2006
IEEE
We present a method for finding biologically meaningful patterns on metabolic pathways using the SUBDUE graph-based relational learning system. A huge amount of biological data t...
252
Voted
ACCV
2010
Springer
14 years 10 months ago
2010
Springer
We present a new active learning approach to incorporate
human feedback for on-line unusual event detection. In contrast to most
existing unsupervised methods that perform passiv...