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COLT
2005
Springer
15 years 12 months ago
Learning Convex Combinations of Continuously Parameterized Basic Kernels
We study the problem of learning a kernel which minimizes a regularization error functional such as that used in regularization networks or support vector machines. We consider thi...
Andreas Argyriou, Charles A. Micchelli, Massimilia...
COLT
2005
Springer
15 years 12 months ago
The Value of Agreement, a New Boosting Algorithm
We present a new generalization bound where the use of unlabeled examples results in a better ratio between training-set size and the resulting classifier’s quality and thus red...
Boaz Leskes
ESOP
2005
Springer
15 years 12 months ago
Denotational Semantics for Abadi and Leino's Logic of Objects
Abadi-Leino Logic is a Hoare-calculus style logic for a simple imperative and object-based language where every object comes with its own method suite. Consequently, methods need t...
Bernhard Reus, Jan Schwinghammer
ESWS
2005
Springer
15 years 12 months ago
OWL-Eu: Adding Customised Datatypes into OWL
Although OWL is rather expressive, it has a very serious limitation on datatypes; i.e., it does not support customised datatypes. It has been pointed out that many potential users...
Jeff Z. Pan, Ian Horrocks
FROCOS
2005
Springer
15 years 12 months ago
Connecting a Logical Framework to a First-Order Logic Prover
We present one way of combining a logical framework and first-order logic. The logical framework is used as an interface to a first-order theorem prover. Its main purpose is to k...
Andreas Abel, Thierry Coquand, Ulf Norell