A Kernel Two-Sample Test Invariant under Group Action with Applications to Functional Data
Fuente:
arXiv
Saved in:
| Main Authors: | Giacofci, Madison, Meynaoui, Anouar, Podgorny, Alex |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
New statistical methodology for second level global sensitivity analysis
by: Meynaoui, Anouar, et al.
Published: (2019)
by: Meynaoui, Anouar, et al.
Published: (2019)
Identifiability of total effects from abstractions of time series causal graphs
by: Assaad, Charles K., et al.
Published: (2023)
by: Assaad, Charles K., et al.
Published: (2023)
Kernel Two-Sample Tests for Manifold Data
by: Cheng, Xiuyuan, et al.
Published: (2021)
by: Cheng, Xiuyuan, et al.
Published: (2021)
A Martingale Kernel Two-Sample Test
by: Chatterjee, Anirban, et al.
Published: (2025)
by: Chatterjee, Anirban, et al.
Published: (2025)
Boosting the Power of Kernel Two-Sample Tests
by: Chatterjee, Anirban, et al.
Published: (2023)
by: Chatterjee, Anirban, et al.
Published: (2023)
A Permutation-free Kernel Two-Sample Test
by: Shekhar, Shubhanshu, et al.
Published: (2022)
by: Shekhar, Shubhanshu, et al.
Published: (2022)
A Scalable Nystrom-Based Kernel Two-Sample Test with Permutations
by: Chatalic, Antoine, et al.
Published: (2025)
by: Chatalic, Antoine, et al.
Published: (2025)
Kernel Two-Sample Testing via Directional Components Analysis
by: Cui, Rui, et al.
Published: (2025)
by: Cui, Rui, et al.
Published: (2025)
Kernel Two-Sample Tests in High Dimension: Interplay Between Moment Discrepancy and Dimension-and-Sample Orders
by: Yan, Jian, et al.
Published: (2021)
by: Yan, Jian, et al.
Published: (2021)
Computational-Statistical Trade-off in Kernel Two-Sample Testing with Random Fourier Features
by: Choi, Ikjun, et al.
Published: (2024)
by: Choi, Ikjun, et al.
Published: (2024)
Active Nonparametric Two-Sample Testing by Betting on Heterogeneous Data Sources
by: Hsu, Chia-Yu, et al.
Published: (2025)
by: Hsu, Chia-Yu, et al.
Published: (2025)
A Kernel-Based Conditional Two-Sample Test Using Nearest Neighbors (with Applications to Calibration, Regression Curves, and Simulation-Based Inference)
by: Chatterjee, Anirban, et al.
Published: (2024)
by: Chatterjee, Anirban, et al.
Published: (2024)
Power-Enhanced Two-Sample Mean Tests for High-Dimensional Compositional Data with Application to Microbiome Data Analysis
by: Li, Danning, et al.
Published: (2024)
by: Li, Danning, et al.
Published: (2024)
Statistical Learning Guarantees for Group-Invariant Barron Functions
by: Yang, Yahong, et al.
Published: (2025)
by: Yang, Yahong, et al.
Published: (2025)
Nonparametric Two-Sample Testing by Betting
by: Shekhar, Shubhanshu, et al.
Published: (2021)
by: Shekhar, Shubhanshu, et al.
Published: (2021)
Distance and Kernel-Based Measures for Global and Local Two-Sample Conditional Distribution Testing
by: Yan, Jian, et al.
Published: (2022)
by: Yan, Jian, et al.
Published: (2022)
A Uniform Concentration Inequality for Kernel-Based Two-Sample Statistics
by: Ni, Yijin, et al.
Published: (2024)
by: Ni, Yijin, et al.
Published: (2024)
MATES: Multi-view Aggregated Two-Sample Test
by: Cai, Zexi, et al.
Published: (2024)
by: Cai, Zexi, et al.
Published: (2024)
General Frameworks for Conditional Two-Sample Testing
by: Lee, Seongchan, et al.
Published: (2024)
by: Lee, Seongchan, et al.
Published: (2024)
Invariant correlation under marginal transforms
by: Koike, Takaaki, et al.
Published: (2023)
by: Koike, Takaaki, et al.
Published: (2023)
On High Dimensional Behaviour of Some Two-Sample Tests Based on Ball Divergence
by: Banerjee, Bilol, et al.
Published: (2022)
by: Banerjee, Bilol, et al.
Published: (2022)
Sample Complexity of Probability Divergences under Group Symmetry
by: Chen, Ziyu, et al.
Published: (2023)
by: Chen, Ziyu, et al.
Published: (2023)
Two-Sample Testing with a Graph-Based Total Variation Integral Probability Metric
by: Green, Alden, et al.
Published: (2024)
by: Green, Alden, et al.
Published: (2024)
Extending Kernel Testing To General Designs
by: Ozier-Lafontaine, Anthony, et al.
Published: (2024)
by: Ozier-Lafontaine, Anthony, et al.
Published: (2024)
A Geometrical Analysis of Kernel Ridge Regression and its Applications
by: Gavrilopoulos, Georgios, et al.
Published: (2024)
by: Gavrilopoulos, Georgios, et al.
Published: (2024)
Effective Sample Size for Functional Spatial Data
by: Alegría, Alfredo, et al.
Published: (2026)
by: Alegría, Alfredo, et al.
Published: (2026)
Differentially Private Permutation Tests: Applications to Kernel Methods
by: Kim, Ilmun, et al.
Published: (2023)
by: Kim, Ilmun, et al.
Published: (2023)
Minimax-Optimal Two-Sample Test with Sliced Wasserstein
by: Tran, Binh Thuan, et al.
Published: (2025)
by: Tran, Binh Thuan, et al.
Published: (2025)
Asymptotic Theory for Linear Functionals of Kernel Ridge Regression
by: Tuo, Rui, et al.
Published: (2024)
by: Tuo, Rui, et al.
Published: (2024)
Theory and Applications of Kernel Stein's Method on Riemannian Manifolds
by: Qu, Xiaoda, et al.
Published: (2025)
by: Qu, Xiaoda, et al.
Published: (2025)
Extreme Conditional Quantile Estimation in High Dimensions: A Comparative Study
by: Laurent Gardes, et al.
Published: (2026)
by: Laurent Gardes, et al.
Published: (2026)
Gaussian Approximation for High-Dimensional Second-Order $U$- and $V$-statistics with Size-Dependent Kernels under i.n.i.d. Sampling
by: Imai, Shunsuke
Published: (2025)
by: Imai, Shunsuke
Published: (2025)
Equivalence Test for Mean Functions from Multi-population Functional Data
by: Xu, Chuang, et al.
Published: (2025)
by: Xu, Chuang, et al.
Published: (2025)
Large-scale Multiple Testing of Cross-covariance Functions with Applications to Functional Network Models
by: Fang, Qin, et al.
Published: (2024)
by: Fang, Qin, et al.
Published: (2024)
Sequential Kernelized Independence Testing
by: Podkopaev, Aleksandr, et al.
Published: (2022)
by: Podkopaev, Aleksandr, et al.
Published: (2022)
A New Two-Sample Test for Covariance Matrices in High Dimensions: U-Statistics Meet Leading Eigenvalues
by: Lam, Thomas, et al.
Published: (2025)
by: Lam, Thomas, et al.
Published: (2025)
The Sample Complexity of Distributed Simple Binary Hypothesis Testing under Information Constraints
by: Kazemi, Hadi, et al.
Published: (2025)
by: Kazemi, Hadi, et al.
Published: (2025)
Spectral Regularized Kernel Two-Sample Tests
by: Hagrass, Omar, et al.
Published: (2022)
by: Hagrass, Omar, et al.
Published: (2022)
Two-sample Testing with Block-wise Missingness in Multi-source Data
by: Zhang, Kejian, et al.
Published: (2025)
by: Zhang, Kejian, et al.
Published: (2025)
Tighter Confidence Intervals under Without Replacement Sampling via Empirical Rate Functions
by: Shekhar, Shubhanshu, et al.
Published: (2026)
by: Shekhar, Shubhanshu, et al.
Published: (2026)
Similar Items
-
New statistical methodology for second level global sensitivity analysis
by: Meynaoui, Anouar, et al.
Published: (2019) -
Identifiability of total effects from abstractions of time series causal graphs
by: Assaad, Charles K., et al.
Published: (2023) -
Kernel Two-Sample Tests for Manifold Data
by: Cheng, Xiuyuan, et al.
Published: (2021) -
A Martingale Kernel Two-Sample Test
by: Chatterjee, Anirban, et al.
Published: (2025) -
Boosting the Power of Kernel Two-Sample Tests
by: Chatterjee, Anirban, et al.
Published: (2023)