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160
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NIPS
2001
15 years 7 months ago
Estimating Car Insurance Premia: a Case Study in High-Dimensional Data Inference
Estimating insurance premia from data is a difficult regression problem for several reasons: the large number of variables, many of which are discrete, and the very peculiar shape...
Nicolas Chapados, Yoshua Bengio, Pascal Vincent, J...
130
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ICML
2004
IEEE
15 years 11 months ago
Probabilistic score estimation with piecewise logistic regression
Jian Zhang, Yiming Yang
124
Voted
ALT
2008
Springer
15 years 7 months ago
Generalization Bounds for Some Ordinal Regression Algorithms
Shivani Agarwal
ICML
2005
IEEE
16 years 6 months ago
Core Vector Regression for very large regression problems
In this paper, we extend the recently proposed Core Vector Machine algorithm to the regression setting by generalizing the underlying minimum enclosing ball problem. The resultant...
Ivor W. Tsang, James T. Kwok, Kimo T. Lai