Equivalence of distance-based and RKHS-based statistics in hypothesis
testing

Equivalence of distance-based and RKHS-based statistics in hypothesis testing

25 July 2012

Dino Sejdinovic

Bharath K. Sriperumbudur

Papers citing "Equivalence of distance-based and RKHS-based statistics in hypothesis testing"

18 / 18 papers shown

Title
Kernel Quantile Embeddings and Associated Probability Metrics Masha Naslidnyk Siu Lun Chau F. Briol Krikamol Muandet 50 0 0 26 May 2025
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Vladimir Baulin Austin Cook Daniel Friedman Janna Lumiruusu Andrew Pashea Shagor Rahman Benedikt Waldeck 49 0 0 23 May 2025
Proper scoring rules for estimation and forecast evaluation Kartik Waghmare Johanna Ziegel AI4TS 133 0 0 02 Apr 2025
Robust Classification of High-Dimensional Data using Data-Adaptive Energy Distance Jyotishka Ray Choudhury Aytijhya Saha Sarbojit Roy S. Dutta 67 1 0 21 Feb 2025
Intelligent Icing Detection Model of Wind Turbine Blades Based on SCADA data Wenqian Jiang Junyang Jin 76 5 0 20 Jan 2025
Learning signals defined on graphs with optimal transport and Gaussian process regression Raphael Carpintero Perez Sébastien da Veiga Josselin Garnier B. Staber 130 1 0 21 Oct 2024
Importance Corrected Neural JKO Sampling Johannes Hertrich Robert Gruhlke 78 2 0 29 Jul 2024
M^3:Manipulation Mask Manufacturer for Arbitrary-Scale Super-Resolution Mask Xinyu Yang Xiaochen Ma Xuekang Zhu Bo Du Lei Su Bingkui Tong Zeyu Lei Jizhe Zhou 80 0 0 04 Jul 2024
Maximum Mean Discrepancy on Exponential Windows for Online Change Detection Florian Kalinke Marco Heyden Edouard Fouché Klemens Bohm Klemens Böhm 140 1 0 25 May 2022
Composite Goodness-of-fit Tests with Kernels Oscar Key Arthur Gretton F. Briol T. Fernandez 56 15 0 19 Nov 2021
Minimax Estimation of Kernel Mean Embeddings Ilya O. Tolstikhin Bharath K. Sriperumbudur Krikamol Muandet 31 86 0 13 Feb 2016
Hypothesis testing using pairwise distances and associated kernels (with Appendix) Dino Sejdinovic Arthur Gretton Bharath K. Sriperumbudur Kenji Fukumizu 95 39 0 02 May 2012
Kernel-based Conditional Independence Test and Application in Causal Discovery Kun Zhang J. Peters Dominik Janzing Bernhard Schölkopf BDL CML 82 618 0 14 Feb 2012
Kernel Bayes' rule Kenji Fukumizu Le Song Arthur Gretton 52 60 0 29 Sep 2010
Universality, Characteristic Kernels and RKHS Embedding of Measures Bharath K. Sriperumbudur Kenji Fukumizu Gert R. G. Lanckriet 157 526 0 03 Mar 2010
Hilbert space embeddings and metrics on probability measures Bharath K. Sriperumbudur Arthur Gretton Kenji Fukumizu Bernhard Schölkopf Gert R. G. Lanckriet 154 741 0 30 Jul 2009
A Kernel Method for the Two-Sample Problem Arthur Gretton Karsten Borgwardt Malte J. Rasch Bernhard Schölkopf Alex Smola 169 2,352 0 15 May 2008
Measuring and testing dependence by correlation of distances G. Székely Maria L. Rizzo N. K. Bakirov 224 2,586 0 28 Mar 2008