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NIPS
1998
15 years 8 months ago
Outcomes of the Equivalence of Adaptive Ridge with Least Absolute Shrinkage
Adaptive Ridge is a special form of Ridge regression, balancing the quadratic penalization on each parameter of the model. It was shown to be equivalent to Lasso (least absolute s...
Yves Grandvalet, Stéphane Canu
ICPR
2010
IEEE
15 years 6 months ago
Adaptive Incremental Learning with an Ensemble of Support Vector Machines
The incremental updating of classifiers implies that their internal parameter values can vary according to incoming data. As a result, in order to achieve high performance, incre...
Marcelo N. Kapp, Robert Sabourin, Patrick Maupin
PUC
2006
109views more  PUC 2006»
15 years 6 months ago
An adaptive middleware framework for context-aware applications
We describe a middleware framework for the adaptive delivery of context information to contextaware applications. The framework abstracts the applications from the sensors that pro...
Markus C. Huebscher, Julie A. McCann
CACM
2004
90views more  CACM 2004»
15 years 6 months ago
Adaptive document layout
We present and explore a simple idea for improving document layout on arbitrary devices of different resolutions and size. The key idea is to allow manifold representations of con...
Charles E. Jacobs, Wilmot Li, Evan Schrier, David ...
MVA
2002
261views Computer Vision» more  MVA 2002»
15 years 6 months ago
Detecting Faces in Color Images Using an Adaptive Color Model and Salient Features
Face detection has many interesting applications such as a face recognition system, a surveillance system, and videolimage indexing system. In this paper, we propose a new method ...
Hang-Bong Kang