conftrace_

two-sample test

51 papers

Explore in graph

Also known as

TST

Co-occurring keywords

kernel methods (1097) hypothesis testing (254) maximum mean discrepancy (164) reproducing kernel hilbert space (334) distribution testing (61) distribution comparison (16) statistical testing (98) two-sample testing (14) distribution shift (722) statistical test (47)

Papers

On a projective ensemble approach to two sample test for equality of distributions ICML 2020
Two-sample Testing Using Deep Learning AISTATS 2020
A Higher-Order Kolmogorov-Smirnov Test AISTATS 2019
Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift NIPS 2019
Comparing distributions: $\ell_1$ geometry improves kernel two-sample testing NIPS 2019
Linear Kernel Tests via Empirical Likelihood for High-Dimensional Data AAAI 2019
Practical Methods for Graph Two-Sample Testing NIPS 2018
A Linear-Time Kernel Goodness-of-Fit Test NIPS 2017
Consistent and Efficient Nonparametric Different-Feature Selection AISTATS 2017
MMD GAN: Towards Deeper Understanding of Moment Matching Network NIPS 2017
Lipschitz Density-Ratios, Structured Data, and Data-driven Tuning AISTATS 2017
Testing and Learning on Distributions with Symmetric Noise Invariance NIPS 2017
Efficient Nonparametric Smoothness Estimation NIPS 2016
Fast Two-Sample Testing with Analytic Representations of Probability Measures NIPS 2015
Statistical Model Criticism using Kernel Two Sample Tests NIPS 2015
A Wild Bootstrap for Degenerate Kernel Tests NIPS 2014
B-test: A Non-parametric, Low Variance Kernel Two-sample Test NIPS 2013
Optimal kernel choice for large-scale two-sample tests NIPS 2012
Kernels Based Tests with Non-asymptotic Bootstrap Approaches for Two-sample Problems COLT 2012
A Kernel Two-Sample Test JMLR 2012
Relative Density-Ratio Estimation for Robust Distribution Comparison NIPS 2011
A More Powerful Two-Sample Test in High Dimensions using Random Projection NIPS 2011
A Fast, Consistent Kernel Two-Sample Test NIPS 2009
Distribution Matching for Transduction NIPS 2009
AUC optimization and the two-sample problem NIPS 2009