31 search results - page 1 / 7 » Error Bounds for Functional Approximation and Estimation Usi... |
63
Voted
TIT
1998
14 years 10 months ago
1998
121
Voted
TNN
2010
14 years 5 months ago
2010
Finite mixture model is a powerful tool in many statistical learning problems. In this paper, we propose a general, structure-preserving approach to reduce its model complexity, w...
90
Voted
DAGSTUHL
2008
15 years 11 days ago
2008
Abstract. Having good estimates or even bounds for the error in computing approximations to expressions of the form f(A)v is very important in practical applications. In this paper...
106
Voted
UAI
2003
15 years 8 days ago
2003
The Hierarchical Mixture of Experts (HME) is a well-known tree-structured model for regression and classification, based on soft probabilistic splits of the input space. In its o...
73
Voted
ICASSP
2011
IEEE
14 years 2 months ago
2011
IEEE
Optimizing over a variant of the Mean Optimal Subpattern Assignment (MOSPA) metric is equivalent to optimizing over the track accuracy statistic often used in target tracking benc...