1617 search results - page 270 / 324 » Using Gaussian Processes to Optimize Expensive Functions |
ICIP
2002
IEEE
16 years 2 months ago
2002
IEEE
We propose a method for edge-preserving regularized reconstruction in coherent imaging systems. In our framework, image formation from measured data is achieved through the minimi...
DAC
2009
ACM
16 years 2 months ago
2009
ACM
Application profiling ? the process of monitoring an application to determine the frequency of execution within specific regions ? is an essential step within the design process f...
135
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SIAMIS
2011
14 years 8 months ago
2011
This article presents a new adaptive framework for locally parallel texture modeling. Oscillating patterns are modeled with functionals that constrain the local Fourier decompositi...
124
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ICASSP
2011
IEEE
14 years 5 months ago
2011
IEEE
We propose a kernelized maximal-figure-of-merit (MFoM) learning approach to efficiently training a nonlinear model using subspace distance minimization. In particular, a fixed,...
121
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ICPR
2006
IEEE
16 years 2 months ago
2006
IEEE
For the analysis of learning processes and the underlying changes of the shape of excitatory synapses (spines), 3-D volume samples of selected dendritic segments are scanned by a ...