conftrace_

distribution comparison

16 papers

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Co-occurring keywords

two-sample test (51) kernel methods (1097) optimal transport (948) maximum mean discrepancy (164) reproducing kernel hilbert space (334) distribution testing (61) statistical testing (98) distribution matching (127) wasserstein distance (417) translation invariance (18)

Papers

Hierarchical Hybrid Sliced Wasserstein: A Scalable Metric for Heterogeneous Joint Distributions NIPS 2024
Data Distribution Valuation NIPS 2024
Validating Climate Models with Spherical Convolutional Wasserstein Distance NIPS 2024
Fixed Support Tree-Sliced Wasserstein Barycenter AISTATS 2022
Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-Wolfe AISTATS 2022
Two-Sample Test with Kernel Projected Wasserstein Distance AISTATS 2022
Meta Two-Sample Testing: Learning Kernels for Testing with Limited Data NIPS 2021
Deep Divergence Learning ICML 2020
Sliced Gromov-Wasserstein NIPS 2019
Comparing distributions: $\ell_1$ geometry improves kernel two-sample testing NIPS 2019
Principal Differences Analysis: Interpretable Characterization of Differences between Distributions NIPS 2015
Density-Difference Estimation NIPS 2012
A Kernel Two-Sample Test JMLR 2012
Optimal kernel choice for large-scale two-sample tests NIPS 2012
Relative Density-Ratio Estimation for Robust Distribution Comparison NIPS 2011
A Kernel Method for the Two-Sample-Problem NIPS 2006