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Kernel Distribution Embeddings: Universal Kernels, Characteristic
  Kernels and Kernel Metrics on Distributions
v1v2 (latest)

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

18 April 2016
Carl-Johann Simon-Gabriel
Bernhard Schölkopf
ArXiv (abs)PDFHTML

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
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
Signature moments to characterize laws of stochastic processes
I. Chevyrev
Harald Oberhauser
414
112
0
25 Oct 2018
A Riemann-Stein Kernel Method
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
Persistence paths and signature features in topological data analysis
I. Chevyrev
Vidit Nanda
Harald Oberhauser
87
69
0
01 Jun 2018
Counterfactual Mean Embeddings
Counterfactual Mean Embeddings
Krikamol Muandet
Motonobu Kanagawa
Sorawit Saengkyongam
S. Marukatat
CMLOffRL
101
40
0
22 May 2018
Exponentially Consistent Kernel Two-Sample Tests
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
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
Algorithmic Linearly Constrained Gaussian Processes
Markus Lange-Hegermann
87
35
0
28 Jan 2018
Strictly proper kernel scores and characteristic kernels on compact
  spaces
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
Characteristic and Universal Tensor Product Kernels
Z. Szabó
Bharath K. Sriperumbudur
179
72
0
28 Aug 2017
Measuring Sample Quality with Kernels
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
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
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
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