Multivariate empirical characteristic functions

By S. Csörgo. 1981

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

1. Zoltán Szabó
2. Bharath K. Sriperumbudur
3. John P. Nolan
4. Krikamol Muandet
5. Kenji Fukumizu
6. Arthur Gretton
7. Bernhard Schölkopf
8. David Lopez-Paz

Citations in the corpus

• Optimal Rates for Random Fourier Features (2015, background): “(i) Theorem 1 shows that̂k is a consistent estimator ofk in the topology of compact convergence as m → ∞ with the rate of a.s. convergence being √ m−1 log |S| (almost sure convergence is guaranteed by the first Borel-Cantelli lemma).”
• Bibliography on stable distributions, processes and related topics (2004, methodology): “Empirical characteristic function methods: Koutrouvelis (1980), Koutrouvelis (1981), Csorgo (1981), Feuerverger and Mureika (1977), Feuerverger and McDunnough (1981b), Feuerverger and McDunnough (1981a), Kogon and Williams (1998), Yu (2004), Besbeas and Morgan (2008), Bibalan et al. (2017),…”