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DCG
2008
81views more  DCG 2008»
13 years 8 months ago
A Dense Packing of Regular Tetrahedra
We construct a dense packing of regular tetrahedra, with packing density D > .7786157. Keywords Crystallography
Elizabeth R. Chen
NIPS
2008
13 years 10 months ago
Kernelized Sorting
Object matching is a fundamental operation in data analysis. It typically requires the definition of a similarity measure between the classes of objects to be matched. Instead, we...
Novi Quadrianto, Le Song, Alex J. Smola
UAI
2004
13 years 10 months ago
Exponential Families for Conditional Random Fields
In this paper we define conditional random fields in reproducing kernel Hilbert spaces and show connections to Gaussian Process classification. More specifically, we prove decompo...
Yasemin Altun, Alexander J. Smola, Thomas Hofmann
ADCM
2010
89views more  ADCM 2010»
13 years 8 months ago
Minimization of convex functionals over frame operators
Abstract. We present results about minimization of convex functionals defined over a finite set of vectors in a finite dimensional Hilbert space, that extend several known results ...
Pedro Massey, Mariano Ruiz
JMLR
2008
95views more  JMLR 2008»
13 years 8 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