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ICANN
2011
Springer
14 years 4 months ago
Learning Curves for Gaussian Processes via Numerical Cubature Integration
This paper is concerned with estimation of learning curves for Gaussian process regression with multidimensional numerical integration. We propose an approach where the recursion e...
Simo Särkkä
ASM
2010
ASM
15 years 2 months ago
Applying the B Method for the Rigorous Development of Smart Card Applications
Abstract. Smart Card applications usually require reliability and security to avoid incorrect operation or access violation in transactions and corruption or undue access to stored...
Bruno Emerson Gurgel Gomes, David Déharbe, ...
100
Voted
CVPR
1999
IEEE
16 years 2 months ago
Background Estimation and Removal Based on Range and Color
Background estimation and removal based on the joint use of range and color data produces superior results than can be achieved with either data source alone. This is increasingly...
Gaile G. Gordon, Trevor Darrell, Michael Harville,...
ICPR
2010
IEEE
15 years 2 months ago
SemiCCA: Efficient Semi-Supervised Learning of Canonical Correlations
Canonical correlation analysis (CCA) is a powerful tool for analyzing multi-dimensional paired data. However, CCA tends to perform poorly when the number of paired samples is limit...
Akisato Kimura, Hirokazu Kameoka, Masashi Sugiyama...
118
Voted
TIP
2008
144views more  TIP 2008»
15 years 1 days ago
On Dictionary Adaptation for Recurrent Pattern Image Coding
In this paper, we exploit a recently introduced coding algorithm called multidimensional multiscale parser (MMP) as an alternative to the traditional transform quantization-based m...
Nuno M. M. Rodrigues, Eduardo A. B. da Silva, Muri...