Universality , Characteristic Kernels and RKHS Embedding of Measures

By Bharath K. Sriperumbudur, Kenji Fukumizu. 2011

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The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Bharath K. Sriperumbudur
2. Kenji Fukumizu
3. Arthur Gretton
4. Bernhard Schölkopf
5. Krikamol Muandet
6. Gert R. G. Lanckriet
7. Dino Sejdinovic
8. Le Song

Citations in the corpus

• Universality, Characteristic Kernels and RKHS Embedding of Measures (2010, background): “To overcome this limitation, Carmeli et al. (2009, Definition 2, Theorem 3) and Sriperumbudur et al. (2010) approximated any f ⋆ ∈ C ( X ) by some g ∈ H uniformly over every compact set, Z ⊂ X , by defining a continuous kernel, k to be universal (in this paper, we refer to it as cc-universal ) if the…”