62 citations · 95 across the 11 of their papers we have counts for
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cs.LG2013★ 3 cited
Online Learning with Multiple Operator-valued Kernels
Julien Audiffren, Hachem Kadri
We consider the problem of learning a vector-valued function f in an online learning setting. The function f is assumed to lie in a reproducing Hilbert space of operator-valued ker…
stat.ML2013
M-Power Regularized Least Squares Regression
Julien Audiffren, Hachem Kadri
Regularization is used to find a solution that both fits the data and is sufficiently smooth, and thereby is very effective for designing and refining learning algorithms. But the…
cs.LG2013★ 8 cited
Stability of Multi-Task Kernel Regression Algorithms
Julien Audiffren, Hachem Kadri
We study the stability properties of nonlinear multi-task regression in reproducing Hilbert spaces with operator-valued kernels. Such kernels, a.k.a. multi-task kernels, are approp…