Kernel Distribution Embeddings: Universal Kernels, Characteristic
Kernels and Kernel Metrics on Distributions

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Kernel Distribution Embeddings: Universal Kernels, Characteristic Kernels and Kernel Metrics on Distributions

18 April 2016

Carl-Johann Simon-Gabriel

Bernhard Schölkopf

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Papers citing "Kernel Distribution Embeddings: Universal Kernels, Characteristic Kernels and Kernel Metrics on Distributions"

13 / 63 papers shown

Title
Structure learning via unstructured kernel-based M-regression Xin He Yeheng Ge Xingdong Feng 79 0 0 03 Jan 2019
Signature moments to characterize laws of stochastic processes I. Chevyrev Harald Oberhauser 414 112 0 25 Oct 2018
A Riemann-Stein Kernel Method Alessandro Barp Christine J. Oates Emilio Porcu Mark Girolami 92 22 0 11 Oct 2018
Persistence paths and signature features in topological data analysis I. Chevyrev Vidit Nanda Harald Oberhauser 87 69 0 01 Jun 2018
Counterfactual Mean Embeddings Krikamol Muandet Motonobu Kanagawa Sorawit Saengkyongam S. Marukatat CML OffRL 101 40 0 22 May 2018
Exponentially Consistent Kernel Two-Sample Tests Shengyu Zhu Biao Chen Zhitang Chen 37 1 0 23 Feb 2018
Universal Hypothesis Testing with Kernels: Asymptotically Optimal Tests for Goodness of Fit Shengyu Zhu Biao Chen Pengfei Yang Zhitang Chen 60 3 0 21 Feb 2018
Algorithmic Linearly Constrained Gaussian Processes Markus Lange-Hegermann 87 35 0 28 Jan 2018
Strictly proper kernel scores and characteristic kernels on compact spaces Ingo Steinwart J. Ziegel 80 25 0 14 Dec 2017
Characteristic and Universal Tensor Product Kernels Z. Szabó Bharath K. Sriperumbudur 179 72 0 28 Aug 2017
Measuring Sample Quality with Kernels Jackson Gorham Lester W. Mackey 189 224 0 06 Mar 2017
Consistent Kernel Mean Estimation for Functions of Random Variables Carl-Johann Simon-Gabriel Adam Scibior Ilya O. Tolstikhin Bernhard Schölkopf 105 14 0 19 Oct 2016
Model-based Kernel Sum Rule: Kernel Bayesian Inference with Probabilistic Models Yu Nishiyama Motonobu Kanagawa Arthur Gretton Kenji Fukumizu 126 3 0 18 Sep 2014