Active Nonparametric Two-Sample Testing by Betting on Heterogeneous Data Sources
Fuente:
arXiv
Saved in:
| Main Authors: | Hsu, Chia-Yu, Shekhar, Shubhanshu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Nonparametric Two-Sample Testing by Betting
by: Shekhar, Shubhanshu, et al.
Published: (2021)
by: Shekhar, Shubhanshu, et al.
Published: (2021)
Classifier-Based Nonparametric Sequential Hypothesis Testing
by: Hsu, Chia-Yu, et al.
Published: (2026)
by: Hsu, Chia-Yu, et al.
Published: (2026)
Optimal Anytime-Valid Tests for Composite Nulls
by: Shekhar, Shubhanshu
Published: (2025)
by: Shekhar, Shubhanshu
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)
Dual Representation of Minimum Divergence Under Integral Constraints
by: Shekhar, Shubhanshu, et al.
Published: (2026)
by: Shekhar, Shubhanshu, et al.
Published: (2026)
A Permutation-free Kernel Two-Sample Test
by: Shekhar, Shubhanshu, et al.
Published: (2022)
by: Shekhar, Shubhanshu, et al.
Published: (2022)
Sequential One-Sided Hypothesis Testing of Markov Chains
by: Fields, Greg, et al.
Published: (2025)
by: Fields, Greg, et al.
Published: (2025)
Distributed Nonparametric Estimation: from Sparse to Dense Samples per Terminal
by: Yuan, Deheng, et al.
Published: (2025)
by: Yuan, Deheng, et al.
Published: (2025)
From Asymptotic to Finite-Sample Minimax Robust Hypothesis Testing
by: Gül, Gökhan
Published: (2026)
by: Gül, Gökhan
Published: (2026)
The Sample Complexity of Lossless Data Compression
by: Viaud, Terence, et al.
Published: (2026)
by: Viaud, Terence, et al.
Published: (2026)
Betting on Bets: Anytime-Valid Tests for Stochastic Dominance
by: Arnold, Sebastian, et al.
Published: (2026)
by: Arnold, Sebastian, et al.
Published: (2026)
The Sample Complexity of Simple Binary Hypothesis Testing
by: Pensia, Ankit, et al.
Published: (2024)
by: Pensia, Ankit, et al.
Published: (2024)
On the Sample Complexity of Robust Binary Hypothesis Testing
by: Vallinayagam, Shankar, et al.
Published: (2026)
by: Vallinayagam, Shankar, et al.
Published: (2026)
Asymptotically Optimal Sequential Testing with Heterogeneous LLMs
by: Li, Guokai, et al.
Published: (2026)
by: Li, Guokai, et al.
Published: (2026)
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)
Tradeoffs among Action Taking Policies Matter in Active Sequential Multi-Hypothesis Testing: the Optimal Error Exponent Region
by: Hsu, Chia-Yu, et al.
Published: (2024)
by: Hsu, Chia-Yu, et al.
Published: (2024)
Testing and estimation in orthosymmetric Gaussian sequence model
by: Jia, Zeyu, et al.
Published: (2025)
by: Jia, Zeyu, et al.
Published: (2025)
Asymptotically Minimax Robust Likelihood Ratio Test
by: Gül, Gökhan
Published: (2026)
by: Gül, Gökhan
Published: (2026)
Sample Complexity of Composite Quantum Hypothesis Testing
by: Simpson, Jacob Paul, et al.
Published: (2026)
by: Simpson, Jacob Paul, et al.
Published: (2026)
Sparse Principal Component Analysis with Energy Profile Dependent Sample Complexity
by: Xu, Mengchu, et al.
Published: (2025)
by: Xu, Mengchu, et al.
Published: (2025)
Robust Multi-Hypothesis Testing with Moment Constrained Uncertainty Sets
by: Magesh, Akshayaa, et al.
Published: (2022)
by: Magesh, Akshayaa, et al.
Published: (2022)
Optimal Non-Adaptive Group Testing with One-Sided Error Guarantees
by: McMorrow, Daniel, et al.
Published: (2025)
by: McMorrow, Daniel, et al.
Published: (2025)
Two New Families of Local Asymptotically Minimax Lower Bounds in Parameter Estimation
by: Merhav, Neri
Published: (2024)
by: Merhav, Neri
Published: (2024)
Statistical-Computational Trade-offs in Tensor PCA and Related Problems via Communication Complexity
by: Dudeja, Rishabh, et al.
Published: (2022)
by: Dudeja, Rishabh, et al.
Published: (2022)
On the sample complexity of parameter estimation in logistic regression with normal design
by: Hsu, Daniel, et al.
Published: (2023)
by: Hsu, Daniel, et al.
Published: (2023)
Optimal Decision Rules for Composite Binary Hypothesis Testing under Neyman-Pearson Framework
by: Song, Yanglei, et al.
Published: (2025)
by: Song, Yanglei, et al.
Published: (2025)
The Nonparametric Kiefer-Weiss Problem
by: Fauss, Michael, et al.
Published: (2026)
by: Fauss, Michael, et al.
Published: (2026)
Detecting Planted Structure in Circular Data
by: Ameen, Taha, et al.
Published: (2026)
by: Ameen, Taha, et al.
Published: (2026)
Robust Estimation Under Heterogeneous Corruption Rates
by: Chaudhuri, Syomantak, et al.
Published: (2025)
by: Chaudhuri, Syomantak, et al.
Published: (2025)
Importance of Small Probability Events in Big Data: Information Measures, Applications, and Challenges
by: She, Rui, et al.
Published: (2019)
by: She, Rui, et al.
Published: (2019)
Quickest Change Detection for Multiple Data Streams Using the James-Stein Estimator
by: Halme, Topi, et al.
Published: (2024)
by: Halme, Topi, et al.
Published: (2024)
Finite-length Analysis on Tail probability for Markov Chain and Application to Simple Hypothesis Testing
by: Watanabe, Shun, et al.
Published: (2014)
by: Watanabe, Shun, et al.
Published: (2014)
Agnostic Sample Compression Schemes for Regression
by: Attias, Idan, et al.
Published: (2018)
by: Attias, Idan, et al.
Published: (2018)
Breaking the Finite-Sample Barrier in Entropy Coupling
by: Asoodeh, Shahab, et al.
Published: (2026)
by: Asoodeh, Shahab, et al.
Published: (2026)
Kernel Two-Sample Tests for Manifold Data
by: Cheng, Xiuyuan, et al.
Published: (2021)
by: Cheng, Xiuyuan, et al.
Published: (2021)
On Robust Hypothesis Testing with respect to the Hellinger Distance
by: Modak, Eeshan, et al.
Published: (2025)
by: Modak, Eeshan, et al.
Published: (2025)
Encompassing Tests for Nonparametric Regressions
by: Lapenta, Elia, et al.
Published: (2022)
by: Lapenta, Elia, et al.
Published: (2022)
Efficient Sampling with Discrete Diffusion Models: Sharp and Adaptive Guarantees
by: Dmitriev, Daniil, et al.
Published: (2026)
by: Dmitriev, Daniil, et al.
Published: (2026)
Large Deviations for Sequential Tests of Statistical Sequence Matching
by: Zhou, Lin, et al.
Published: (2025)
by: Zhou, Lin, et al.
Published: (2025)
Minimax Hypothesis Testing for the Bradley-Terry-Luce Model
by: Makur, Anuran, et al.
Published: (2024)
by: Makur, Anuran, et al.
Published: (2024)
Similar Items
-
Nonparametric Two-Sample Testing by Betting
by: Shekhar, Shubhanshu, et al.
Published: (2021) -
Classifier-Based Nonparametric Sequential Hypothesis Testing
by: Hsu, Chia-Yu, et al.
Published: (2026) -
Optimal Anytime-Valid Tests for Composite Nulls
by: Shekhar, Shubhanshu
Published: (2025) -
Tighter Confidence Intervals under Without Replacement Sampling via Empirical Rate Functions
by: Shekhar, Shubhanshu, et al.
Published: (2026) -
Dual Representation of Minimum Divergence Under Integral Constraints
by: Shekhar, Shubhanshu, et al.
Published: (2026)