1707 search results - page 59 / 342 » A Boosting Algorithm for Regression |
124
click to vote
DIS
2009
Springer
15 years 9 months ago
2009
Springer
Abstract. We propose a new boosting algorithm based on a linear programming formulation. Our algorithm can take advantage of the sparsity of the solution of the underlying optimiza...
120
Voted
AAIM
2006
Springer
15 years 8 months ago
2006
Springer
We introduce a novel invertible transform for two-dimensional data which has the objective of reordering the matrix so it will improve its (lossless) compression at later stages. T...
124
click to vote
EUROCOLT
1995
Springer
15 years 6 months ago
1995
Springer
k. The model we study can be interpreted as a broad, abstract extension of the well-studied on-line prediction model to a general decision-theoretic setting. We show that the multi...
128
Voted
ICCV
2007
IEEE
16 years 4 months ago
2007
IEEE
Discriminative methods for visual object category recognition are typically non-probabilistic, predicting class labels but not directly providing an estimate of uncertainty. Gauss...
131
Voted
IRI
2007
IEEE
15 years 8 months ago
2007
IEEE
We show that the standard memory-based collaborative filtering rating prediction algorithm using the Pearson correlation can be improved by adapting user ratings using linear reg...