110 search results - page 1 / 22 » Boosting a Weak Learning Algorithm by Majority |
COLT
1990
Springer
13 years 11 months ago
1990
Springer
STOC
2003
ACM
14 years 7 months ago
2003
ACM
Boosting algorithms are procedures that "boost" low-accuracy weak learning algorithms to achieve arbitrarily high accuracy. Over the past decade boosting has been widely...
COLT
1999
Springer
13 years 11 months ago
1999
Springer
We propose a new boosting algorithm. This boosting algorithm is an adaptive version of the boost by majority algorithm and combines bounded goals of the boost by majority algorith...
CVPR
2008
IEEE
14 years 9 months ago
2008
IEEE
Online boosting methods have recently been used successfully for tracking, background subtraction etc. Conventional online boosting algorithms emphasize on interchanging new weak ...
COLT
2008
Springer
13 years 9 months ago
2008
Springer
Boosting algorithms build highly accurate prediction mechanisms from a collection of lowaccuracy predictors. To do so, they employ the notion of weak-learnability. The starting po...