Sciweavers

44651 search results - page 6 / 8931
» A Generalization of the Least General Generalization
Sort
View
MCS
2009
Springer
15 years 10 months ago
Regularized Linear Models in Stacked Generalization
Abstract. Stacked generalization is a flexible method for multiple classifier combination; however, it tends to overfit unless the combiner function is sufficiently smooth. Prev...
Samuel Robert Reid, Gregory Z. Grudic
CORR
2010
Springer
70views Education» more  CORR 2010»
15 years 3 months ago
A Generalized Coupon Collector Problem
This paper provides analysis to a generalized version of the coupon collector problem, in which the collector gets d coupons each run and he chooses the one that he has the least ...
Weiyu Xu, Ao Kevin Tang
ICASSP
2011
IEEE
14 years 9 months ago
Evolutive method based on a generalized eigenvalue decomposition to estimate time varying autoregressive parameters from noisy o
A great deal of interest has been paid to the estimation of time-varying autoregressive (TVAR) parameters. However, when the observations are disturbed by an additive white measur...
Hiroshi Ijima, Julien Petitjean, Eric Grivel
GLOBECOM
2008
IEEE
16 years 12 days ago
A General Exact Formulation for the Outage Probability in Interference-Limited Systems
—This paper presents a useful, novel formulation for the outage probability in interference-limited communication systems, here named Joint Outage Probability (JOP). Given a set ...
Flávio du Pin Calmon, Michel Daoud Yacoub
ICML
2007
IEEE
16 years 6 months ago
Dimensionality reduction and generalization
In this paper we investigate the regularization property of Kernel Principal Component Analysis (KPCA), by studying its application as a preprocessing step to supervised learning ...
Sofia Mosci, Lorenzo Rosasco, Alessandro Verri