1707 search results - page 18 / 342 » A Boosting Algorithm for Regression |
NIPS
2004
13 years 9 months ago
2004
We present a competitive analysis of Bayesian learning algorithms in the online learning setting and show that many simple Bayesian algorithms (such as Gaussian linear regression ...
CSDA
2008
13 years 8 months ago
2008
An algorithm for time-adaptive quantile regression is presented. The algorithm is based on the simplex algorithm, and the linear optimization formulation of the quantile regressio...
ICML
2001
IEEE
14 years 9 months ago
2001
IEEE
This paper introduces multiple instance regression, a variant of multiple regression in which each data point may be described by more than one vector of values for the independen...
ICDM
2009
IEEE
14 years 3 months ago
2009
IEEE
NIPS
2001
13 years 9 months ago
2001
We derive an equivalence between AdaBoost and the dual of a convex optimization problem, showing that the only difference between minimizing the exponential loss used by AdaBoost ...