143 search results - page 1 / 29 » Generalization Error and Algorithmic Convergence of Median B... |
119
Voted
NIPS
2004
15 years 7 months ago
2004
152
Voted
JMLR
2006
15 years 6 months ago
2006
We give a review of various aspects of boosting, clarifying the issues through a few simple results, and relate our work and that of others to the minimax paradigm of statistics. ...
153
Voted
ALT
2004
Springer
16 years 3 months ago
2004
Springer
We investigate further improvement of boosting in the case that the target concept belongs to the class of r-of-k threshold Boolean functions, which answer “+1” if at least r o...
141
Voted
ISCAS
1999
IEEE
15 years 10 months ago
1999
IEEE
166
Voted
CORR
2011
Springer
14 years 10 months ago
2011
Springer
Boosting is a popular way to derive powerful learners from simpler hypothesis classes. Following previous work (Mason et al., 1999; Friedman, 2000) on general boosting frameworks,...