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searching for Representer theorem 3 found (16 total)

Bayesian interpretation of kernel regularization (2,609 words) [view diff] exact match in snippet view article find links to article

the estimator in equation (1) is derived in two steps. First, the representer theorem states that the minimizer of the functional (2) can always be written

Multi-task learning (4,487 words) [view diff] exact match in snippet view article find links to article

reproducing property holds: The reproducing kernel gives rise to a representer theorem showing that any solution to equation 1 has the form: The form of

Kernel Fisher discriminant analysis (3,158 words) [view diff] case mismatch in snippet view article find links to article

Springer. Scholkopf, B; Herbrich, R.; Smola, A. (2001). "A Generalized Representer Theorem". Computational Learning Theory. Lecture Notes in Computer Science