Sciweavers

3256 search results - page 47 / 652
» Learning Linear Transformations
Sort
View
ESOP
2011
Springer
12 years 11 months ago
Measure Transformer Semantics for Bayesian Machine Learning
Abstract. The Bayesian approach to machine learning amounts to inferring posterior distributions of random variables from a probabilistic model of how the variables are related (th...
Johannes Borgström, Andrew D. Gordon, Michael...
NIPS
2003
13 years 9 months ago
Warped Gaussian Processes
We generalise the Gaussian process (GP) framework for regression by learning a nonlinear transformation of the GP outputs. This allows for non-Gaussian processes and non-Gaussian ...
Edward Snelson, Carl Edward Rasmussen, Zoubin Ghah...
DELTA
2006
IEEE
14 years 1 months ago
Harmonic Distortion Measurement using Spectral Warping
Harmonic distortion may be characterised by the proportion of energy of a sinusoidal signal transferred to the harmonics. Differential time scaling resulting from the spectral war...
Donald Bailey
ICDAR
2003
IEEE
14 years 28 days ago
Shape Matching Using GAT Correlation against Nonlinear Distortion and its Application to Handwritten Numeral Recognition
This paper addresses the problem of to what extent linear transformation can alleviate nonlinear distortion. We investigate a technique of global affine transformation (GAT) corre...
Toru Wakahara
GLOBECOM
2007
IEEE
13 years 11 months ago
A Spectrally Efficient Transmission Scheme for Half-Duplex Decode-and-Forward Relaying
We propose a spectrally efficient transmission scheme for the half-duplex relay channel. In the proposed scheme, the relay combines N detected r-dimensional symbols and generates M...
Majid Nasiri Khormuji, Erik G. Larsson