743 search results - page 4 / 149 » Solving the Multiple-Instance Problem: A Lazy Learning Appro... |
NIPS
2003
13 years 9 months ago
2003
Learning from ambiguous training data is highly relevant in many applications. We present a new learning algorithm for classification problems where labels are associated with se...
IWANN
2007
Springer
14 years 1 months ago
2007
Springer
Abstract. The aim of this paper is to present a new tool of multiple instance learning which is designed using a grammar based genetic programming (GGP) algorithm. We study its app...
ICPR
2008
IEEE
14 years 2 months ago
2008
IEEE
In this paper, we develop an efficient logistic regression model for multiple instance learning that combines L1 and L2 regularisation techniques. An L1 regularised logistic regr...
TKDE
2010
13 years 5 months ago
2010
In multiple-instance learning (MIL), an individual example is called an instance and a bag contains a single or multiple instances. The class labels available in the training set ...
CVPR
2010
IEEE
14 years 3 months ago
2010
IEEE
A recent dominating trend in tracking called tracking-by-detection uses on-line classifiers in order to redetect objects over succeeding frames. Although these methods usually deli...