110 search results - page 4 / 22 » Boosting a Weak Learning Algorithm by Majority |
108
Voted
IJCAI
2007
15 years 3 months ago
2007
In the past ten years, boosting has become a major field of machine learning and classification. This paper brings contributions to its theory and algorithms. We first unify a ...
105
Voted
IJCNN
2007
IEEE
15 years 8 months ago
2007
IEEE
— Although AdaBoost has achieved great success, it still suffers from following problems: (1) the training process could be unmanageable when the number of features is extremely ...
134
Voted
ECCV
2004
Springer
16 years 3 months ago
2004
Springer
In this paper we describe the first stage of a new learning system for object detection and recognition. For our system we propose Boosting [5] as the underlying learning technique...
109
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ICPR
2004
IEEE
16 years 3 months ago
2004
IEEE
In this paper, a novel nested cascade detector for multi-view face detection is presented. This nested cascade is learned by Schapire and Singer's improved boosting algorithm...
193
Voted
FOCS
2010
IEEE
14 years 12 months ago
2010
IEEE
Boosting is a general method for improving the accuracy of learning algorithms. We use boosting to construct improved privacy-preserving synopses of an input database. These are da...