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FastMMD: Ensemble of Circular Discrepancy for Efficient Two-Sample Test

12 May 2014

Papers citing "FastMMD: Ensemble of Circular Discrepancy for Efficient Two-Sample Test"

30 / 30 papers shown

Title
A Unified View of Optimal Kernel Hypothesis Testing Antonin Schrab 77 3 0 10 Mar 2025
Robust Kernel Hypothesis Testing under Data Corruption Antonin Schrab Ilmun Kim 96 4 0 30 May 2024
A Practical Guide to Statistical Distances for Evaluating Generative Models in Science Sebastian Bischoff Alana Darcher Michael Deistler Richard Gao Franziska Gerken ... Auguste Schulz Zinovia Stefanidi Shoji Toyota Linda Ulmer Julius Vetter SyDa 44 14 0 19 Mar 2024
MMD-FUSE: Learning and Combining Kernels for Two-Sample Testing Without Data Splitting Felix Biggs Antonin Schrab Arthur Gretton 93 21 0 14 Jun 2023
Error Estimation for Random Fourier Features Ju Yao N. Benjamin Erichson Miles E. Lopes 60 6 0 22 Feb 2023
The Conditional Cauchy-Schwarz Divergence with Applications to Time-Series Data and Sequential Decision Making Shujian Yu Hongming Li Sigurd Løkse Robert Jenssen José C. Príncipe BDL 108 6 0 21 Jan 2023
Compress Then Test: Powerful Kernel Testing in Near-linear Time Carles Domingo-Enrich Raaz Dwivedi Lester W. Mackey 141 10 0 14 Jan 2023
A Permutation-free Kernel Two-Sample Test S. Shekhar Ilmun Kim Aaditya Ramdas 77 24 0 27 Nov 2022
Efficient Aggregated Kernel Tests using Incomplete $U$ -statistics Antonin Schrab Ilmun Kim Benjamin Guedj Arthur Gretton 111 31 0 18 Jun 2022
Learning Domain Invariant Representations in Goal-conditioned Block MDPs Beining Han Chongyi Zheng Harris Chan Keiran Paster Michael Ruogu Zhang Jimmy Ba OOD AI4CE 106 14 0 27 Oct 2021
Fair Representation: Guaranteeing Approximate Multiple Group Fairness for Unknown Tasks Xudong Shen Yongkang Wong Mohan S. Kankanhalli FaML 80 20 0 01 Sep 2021
Convergence of Gaussian-smoothed optimal transport distance with sub-gamma distributions and dependent samples Yixing Zhang Xiuyuan Cheng Galen Reeves OT 56 10 0 28 Feb 2021
Distributional Random Forests: Heterogeneity Adjustment and Multivariate Distributional Regression Domagoj Cevid Loris Michel Jeffrey Näf N. Meinshausen Peter Buhlmann 96 43 0 29 May 2020
Multivariate Rank-based Distribution-free Nonparametric Testing using Measure Transportation Nabarun Deb B. Sen 125 134 0 18 Sep 2019
Kernel Mean Embedding Based Hypothesis Tests for Comparing Spatial Point Patterns Raif M. Rustamov James T. Klosowski 53 7 0 31 May 2019
The GaussianSketch for Almost Relative Error Kernel Distance J. M. Phillips W. Tai 38 1 0 09 Nov 2018
Learning Implicit Generative Models with the Method of Learned Moments Suman V. Ravuri S. Mohamed Mihaela Rosca Oriol Vinyals GAN 81 28 0 28 Jun 2018
Random Feature Stein Discrepancies Jonathan H. Huggins Lester W. Mackey 88 45 0 20 Jun 2018
Two-sample Statistics Based on Anisotropic Kernels Xiuyuan Cheng A. Cloninger Ronald R. Coifman 105 18 0 14 Sep 2017
Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning Werner Zellinger Thomas Grubinger E. Lughofer T. Natschläger Susanne Saminger-Platz OOD 110 581 0 28 Feb 2017
A Review of Multivariate Distributions for Count Data Derived from the Poisson Distribution David I. Inouye Eunho Yang Genevera I. Allen Pradeep Ravikumar 86 114 0 31 Aug 2016
Large-Scale Kernel Methods for Independence Testing Qinyi Zhang Sarah Filippi Arthur Gretton Dino Sejdinovic 116 132 0 25 Jun 2016
Sketching for Large-Scale Learning of Mixture Models Nicolas Keriven Anthony Bourrier Rémi Gribonval Patrick Pérez 76 75 0 09 Jun 2016
Uncertain programming model for multi-item solid transportation problem Hasan Dalman 140 748 0 31 May 2016
Efficient Nonparametric Smoothness Estimation Shashank Singh S. Du Barnabás Póczós 62 4 0 19 May 2016
The Variational Fair Autoencoder Christos Louizos Kevin Swersky Yujia Li Max Welling R. Zemel DRL 229 636 0 03 Nov 2015
Fast Two-Sample Testing with Analytic Representations of Probability Measures Kacper P. Chwialkowski Aaditya Ramdas Dino Sejdinovic Arthur Gretton 81 155 0 15 Jun 2015
On the Error of Random Fourier Features Danica J. Sutherland J. Schneider 92 192 0 09 Jun 2015
Sparse Approximation of a Kernel Mean Efrén Cruz Cortés C. Scott 34 18 0 01 Mar 2015
Generative Moment Matching Networks Yujia Li Kevin Swersky R. Zemel OOD GAN 131 847 0 10 Feb 2015