417 search results - page 1 / 84 » Generalization Bounds for Some Ordinal Regression Algorithms |
ALT
2008
Springer
13 years 9 months ago
2008
Springer
ALT
2006
Springer
14 years 4 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...
TALG
2008
13 years 7 months 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...
ICML
2007
IEEE
14 years 8 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 ...
NECO
2007
13 years 6 months 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...