1707 search results - page 137 / 342 » A Boosting Algorithm for Regression |
179
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JMLR
2010
14 years 10 months ago
2010
We prove the statistical consistency of kernel Partial Least Squares Regression applied to a bounded regression learning problem on a reproducing kernel Hilbert space. Partial Lea...
147
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JMLR
2010
14 years 10 months ago
2010
We are concerned with a multivariate response regression problem where the interest is in considering correlations both across response variates and across response samples. In th...
163
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ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
Solving linear regression problems based on the total least-squares (TLS) criterion has well-documented merits in various applications, where perturbations appear both in the data...
127
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ICCV
2003
IEEE
16 years 6 months ago
2003
IEEE
We consider the problem of segmentation of images that can be modelled as piecewise continuous signals having unknown, non-stationary statistics. We propose a solution to this pro...
123
Voted
ICIP
1995
IEEE
16 years 5 months ago
1995
IEEE
Receiver operating characteristics (ROC) curves have the property that they start at (0,l) and end at (1,O) and are monotonically decreasing. Furthermore, a parametric representat...