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IJON
2010
139views more  IJON 2010»
13 years 2 months ago
Multilinear principal component analysis for face recognition with fewer features
Jin Wang, Armando Barreto, Lu Wang, Yu Chen, Napht...
IJON
2010
114views more  IJON 2010»
13 years 2 months ago
Convolutive blind source separation by efficient blind deconvolution and minimal filter distortion
onvolutive blind source separation (BSS) usually encounters two difficulties
Kun Zhang, Lai-Wan Chan
IJON
2010
140views more  IJON 2010»
13 years 6 months ago
Multi-task preference learning with an application to hearing aid personalization
We present an EM-algorithm for the problem of learning preferences with Gaussian processes in the context of multi-task learning. We validate our approach on an audiological data ...
Adriana Birlutiu, Perry Groot, Tom Heskes
IJON
2010
120views more  IJON 2010»
13 years 6 months ago
Semi-supervised learning with varifold Laplacians
This paper presents varifold learning, a learning framework based on the mathematical concept of varifolds. Different from manifold based methods, our varifold learning framework ...
Lei Ding, Peibiao Zhao
IJON
2010
94views more  IJON 2010»
13 years 6 months ago
Optimizing an organized modularity measure for topographic graph clustering: A deterministic annealing approach
This paper proposes an organized generalization of Newman and Girvan’s modularity measure for graph clustering. Optimized via a deterministic annealing scheme, this measure prod...
Fabrice Rossi, Nathalie Villa-Vialaneix