1440 search results - page 163 / 288 » Warped Gaussian Processes |
118
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ML
2002
ACM
15 years 15 days ago
2002
ACM
I describe a framework for interpreting Support Vector Machines (SVMs) as maximum a posteriori (MAP) solutions to inference problems with Gaussian Process priors. This probabilisti...
70
Voted
ICASSP
2010
IEEE
14 years 11 months ago
2010
IEEE
We consider passive joint estimation of the time-difference of arrival (TDOA) and frequency-difference of arrival (FDOA) of an unknown signal at two sensors. The classical approac...
134
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RAS
2010
14 years 11 months ago
2010
We present a novel approach to estimating depth from single omnidirectional camera images by learning the relationship between visual features and range measurements available dur...
81
Voted
ICASSP
2010
IEEE
14 years 10 months ago
2010
IEEE
The problem of decentralized power allocation for competitive rate maximization in a frequency-selective Gaussian interference channel is considered. In the absence of perfect kno...
113
Voted
ICIP
2009
IEEE
14 years 10 months ago
2009
IEEE
This paper presents a bottom-up tracking algorithm for surveillance applications where speed and reliability in the case of multiple matches and occlusions are major concerns. The...