54 search results - page 1 / 11 » Regularization by Adding Redundant Features |
SSPR
1998
Springer
13 years 8 months ago
1998
Springer
The Pseudo Fisher Linear Discriminant (PFLD) based on a pseudo-inverse technique shows a peaking behaviour of the generalization error for training sample sizes that are about the...
EMNLP
2008
13 years 6 months ago
2008
In this paper, we present a novel method based on CRFs in response to the two special characteristics of "contextual dependency" and "label redundancy" in sent...
CSDA
2007
13 years 4 months ago
2007
Redundancy analysis (RA) is a versatile technique used to predict multivariate criterion variables from multivariate predictor variables. The reduced-rank feature of RA captures r...
TC
2002
13 years 4 months ago
2002
This article presents simple and highly regular architectures for finite field multipliers using a redundant representation. The basic idea is to embed a finite field into a cyclo...
ACL
2006
13 years 6 months ago
2006
Certain distinctions made in the lexicon of one language may be redundant when translating into another language. We quantify redundancy among source types by the similarity of th...