conftrace_

goodness-of-fit test

29 papers

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Also known as

GOF

Co-occurring keywords

kernel methods (1097) hypothesis testing (254) stein discrepancy (26) statistical testing (98) maximum mean discrepancy (164) statistical test (47) reproducing kernel hilbert space (334) minimax optimality (76) kernelized stein discrepancy (12) goodness of fit (10)

Papers

Composite Goodness-of-fit Tests with Kernels JMLR 2025
Spectral Regularized Kernel Goodness-of-Fit Tests JMLR 2024
Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation EMNLP 2024
Optimal Private and Communication Constraint Distributed Goodness-of-Fit Testing for Discrete Distributions in the Large Sample Regime NIPS 2024
On the Optimality of Gaussian Kernel Based Nonparametric Tests against Smooth Alternatives JMLR 2024
On Parameter Estimation in Deviated Gaussian Mixture of Experts AISTATS 2024
Using Perturbation to Improve Goodness-of-Fit Tests based on Kernelized Stein Discrepancy ICML 2023
On Testability and Goodness of Fit Tests in Missing Data Models UAI 2023
KSD Aggregated Goodness-of-fit Test NIPS 2022
On testability of the front-door model via Verma constraints UAI 2022
Goodness-of-Fit Test for Mismatched Self-Exciting Processes AISTATS 2021
Detecting Anomalous Event Sequences with Temporal Point Processes NIPS 2021
Active Slices for Sliced Stein Discrepancy ICML 2021
Interpretable Stein Goodness-of-fit Tests on Riemannian Manifold ICML 2021
On the Optimality of Kernel-Embedding Based Goodness-of-Fit Tests JMLR 2021
Goodness-of-Fit Tests for Inhomogeneous Random Graphs ICML 2020
Testing Goodness of Fit of Conditional Density Models with Kernels UAI 2020
A Stein Goodness-of-fit Test for Directional Distributions AISTATS 2020
Kernelized Stein Discrepancy Tests of Goodness-of-fit for Time-to-Event Data ICML 2020
Learning the Stein Discrepancy for Training and Evaluating Energy-Based Models without Sampling ICML 2020
A Stein–Papangelou Goodness-of-Fit Test for Point Processes AISTATS 2019
Linear Kernel Tests via Empirical Likelihood for High-Dimensional Data AAAI 2019
A maximum-mean-discrepancy goodness-of-fit test for censored data AISTATS 2019
Two Generator Game: Learning to Sample via Linear Goodness-of-Fit Test NIPS 2019
Goodness-of-Fit Tests for Random Partitions via Symmetric Polynomials JMLR 2018