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two-sample testing

14 papers

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Co-occurring keywords

kernel methods (1097) two-sample test (51) maximum mean discrepancy (164) hypothesis testing (254) sample complexity (1169) reproducing kernel hilbert space (334) statistical testing (98) likelihood-free inference (47) type-2 error (1) pairwise comparison (187)

Papers

Sequential Predictive Two-Sample and Independence Testing NIPS 2023
Two-Sample Tests for Inhomogeneous Random Graphs in $L_r$ Norm: Optimality and Asymptotics AISTATS 2023
Kernel-Based Tests for Likelihood-Free Hypothesis Testing NIPS 2023
Minimax optimal testing by classification COLT 2023
Compress Then Test: Powerful Kernel Testing in Near-linear Time AISTATS 2023
MMD-Fuse: Learning and Combining Kernels for Two-Sample Testing Without Data Splitting NIPS 2023
Adaptive Learning of Density Ratios in RKHS JMLR 2023
Two-Sample Testing on Ranked Preference Data and the Role of Modeling Assumptions JMLR 2022
Smooth $p$-Wasserstein Distance: Structure, Empirical Approximation, and Statistical Applications ICML 2021
Meta Two-Sample Testing: Learning Kernels for Testing with Limited Data NIPS 2021
Two-sample Testing Using Deep Learning AISTATS 2020
Efficient Nonparametric Smoothness Estimation NIPS 2016
Fast Two-Sample Testing with Analytic Representations of Probability Measures NIPS 2015
B-test: A Non-parametric, Low Variance Kernel Two-sample Test NIPS 2013