23 search results - page 2 / 5 » Application specific loss minimization using gradient boosti... |
113
Voted
JMLR
2002
15 years 24 days ago
2002
We construct a framework which allows an algorithm to turn the distributions produced by some boosting algorithms into polynomially smooth distributions (w.r.t. the PAC oracle...
144
Voted
ETVC
2008
15 years 2 months ago
2008
In a seminal paper, Amari (1998) proved that learning can be made more efficient when one uses the intrinsic Riemannian structure of the algorithms' spaces of parameters to po...
128
Voted
IPM
2008
15 years 1 months ago
2008
Many machine learning technologies such as support vector machines, boosting, and neural networks have been applied to the ranking problem in information retrieval. However, since...
103
Voted
ICIP
2009
IEEE
16 years 2 months ago
2009
IEEE
In this paper we propose an early termination algorithm for speeding up the detection phase of the Adaboost based detectors. In the basic algorithm, at a specific search location,...
145
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CVPR
2004
IEEE
16 years 3 months ago
2004
IEEE
This paper introduces BoostMap, a method that can significantly reduce retrieval time in image and video database systems that employ computationally expensive distance measures, ...