417 search results - page 1 / 84 » Generalization Bounds for Some Ordinal Regression Algorithms |
87
Voted
ALT
2008
Springer
15 years 2 months ago
2008
Springer
98
Voted
ALT
2006
Springer
15 years 9 months ago
2006
Springer
Abstract. We propose a thresholded ensemble model for ordinal regression problems. The model consists of a weighted ensemble of confidence functions and an ordered vector of thres...
111
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TALG
2008
15 years 21 days ago
2008
We introduce a new notion of embedding, called minimum-relaxation ordinal embedding, parallel to the standard notion of minimum-distortion (metric) embedding. In an ordinal embedd...
104
Voted
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
In this paper we propose a novel, scalable, clustering based Ordinal Regression formulation, which is an instance of a Second Order Cone Program (SOCP) with one Second Order Cone ...
103
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NECO
2007
15 years 9 days ago
2007
In this paper, we propose two new support vector approaches for ordinal regression, which optimize multiple thresholds to define parallel discriminant hyperplanes for the ordinal...