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CORR
2007
Springer
113views Education» more  CORR 2007»
15 years 6 months ago
Geometry and the complexity of matrix multiplication
We survey results in algebraic complexity theory, focusing on matrix multiplication. Our goals are (i.) to show how open questions in algebraic complexity theory are naturally pose...
J. M. Landsberg
JMLR
2008
95views more  JMLR 2008»
15 years 6 months ago
Learning Similarity with Operator-valued Large-margin Classifiers
A method is introduced to learn and represent similarity with linear operators in kernel induced Hilbert spaces. Transferring error bounds for vector valued large-margin classifie...
Andreas Maurer
JUCS
2008
151views more  JUCS 2008»
15 years 6 months ago
Custom Specializers in Object-Oriented Lisp
Abstract: We describe in this paper the implementation and use of custom specializers in two current dialects of Lisp: Skill and Common Lisp. We motivate the need for such speciali...
Jim Newton, Christophe Rhodes
JMLR
2006
79views more  JMLR 2006»
15 years 6 months ago
Estimation of Gradients and Coordinate Covariation in Classification
We introduce an algorithm that simultaneously estimates a classification function as well as its gradient in the supervised learning framework. The motivation for the algorithm is...
Sayan Mukherjee, Qiang Wu
LRE
2008
115views more  LRE 2008»
15 years 6 months ago
The Hamburg Metaphor Database project: issues in resource creation
This paper concerns metaphor resource creation. It provides an account of methods used, problems discovered, and insights gained at the Hamburg Metaphor Database project, intended ...
Birte Lönneker-Rodman