Classification accuracy as a proxy for two sample testing

6 February 2016

Aarti Singh

Papers citing "Classification accuracy as a proxy for two sample testing"

45 / 45 papers shown

Title
Boosting Statistic Learning with Synthetic Data from Pretrained Large Models Jialong Jiang Wenkang Hu Jian Huang Yuling Jiao Xu Liu DiffM 50 0 0 08 May 2025
General Frameworks for Conditional Two-Sample Testing Seongchan Lee Suman Cha Ilmun Kim 33 0 0 22 Oct 2024
Benchmarking the Fidelity and Utility of Synthetic Relational Data Valter Hudovernik Martin Jurkovič Erik Štrumbelj 46 2 0 04 Oct 2024
Two-Sample Testing with a Graph-Based Total Variation Integral Probability Metric Alden Green Sivaraman Balakrishnan R. Tibshirani 18 1 0 24 Sep 2024
A density ratio framework for evaluating the utility of synthetic data Thom Benjamin Volker Peter-Paul de Wolf E. V. Kesteren 19 0 0 23 Aug 2024
Deep anytime-valid hypothesis testing T. Pandeva Patrick Forré Aaditya Ramdas S. Shekhar 35 3 0 30 Oct 2023
A framework for paired-sample hypothesis testing for high-dimensional data I. Bargiotas Argyris Kalogeratos Nicolas Vayatis 19 0 0 28 Sep 2023
Kernel-Based Testing for Single-Cell Differential Analysis Anthony Ozier-Lafontaine Camille Fourneaux G. Durif Polina Arsenteva C. Vallot O. Gandrillon Sandrine Giraud Bertrand Michel Franck Picard 29 5 0 17 Jul 2023
Minimax optimal testing by classification P. R. Gerber Yanjun Han Yury Polyanskiy 33 3 0 19 Jun 2023
MAGDiff: Covariate Data Set Shift Detection via Activation Graphs of Deep Neural Networks Charles Arnal Felix Hensel Mathieu Carrière Théo Lacombe Hiroaki Kurihara Yuichi Ike Frédéric Chazal 17 2 0 22 May 2023
Sequential Predictive Two-Sample and Independence Testing Aleksandr Podkopaev Aaditya Ramdas 32 11 0 29 Apr 2023
Boosting the Power of Kernel Two-Sample Tests Anirban Chatterjee B. Bhattacharya 40 3 0 21 Feb 2023
Two-sample test based on Self-Organizing Maps A. Álvarez-Ayllón M. Palomo-duarte J. Dodero 11 0 0 17 Dec 2022
MMD-B-Fair: Learning Fair Representations with Statistical Testing Namrata Deka Danica J. Sutherland 20 6 0 15 Nov 2022
Likelihood-free hypothesis testing P. R. Gerber Yury Polyanskiy 20 7 0 02 Nov 2022
E-Valuating Classifier Two-Sample Tests T. Pandeva Tim Bakker C. A. Naesseth Patrick Forré 28 10 0 24 Oct 2022
AutoML Two-Sample Test Jonas M. Kubler Vincent Stimper Simon Buchholz Krikamol Muandet Bernhard Schölkopf 24 14 0 17 Jun 2022
Adversarial random forests for density estimation and generative modeling David S. Watson Kristin Blesch Jan Kapar Marvin N. Wright GAN 65 20 0 19 May 2022
A hypothesis-driven method based on machine learning for neuroimaging data analysis J. Górriz R. Martín-Clemente C. Puntonet A. Ortiz J. Ramírez J. Suckling 22 6 0 09 Feb 2022
The Lifecycle of a Statistical Model: Model Failure Detection, Identification, and Refitting Alnur Ali Maxime Cauchois John C. Duchi 19 2 0 08 Feb 2022
Detecting Distributional Differences in Labeled Sequence Data with Application to Tropical Cyclone Satellite Imagery Trey McNeely Galen B. Vincent Kimberly M. Wood Rafael Izbicki Ann B. Lee 18 4 0 04 Feb 2022
A new ranking scheme for modern data and its application to two-sample hypothesis testing D. Zhou Hao Chen 6 3 0 24 Dec 2021
Local permutation tests for conditional independence Ilmun Kim Matey Neykov Sivaraman Balakrishnan Larry A. Wasserman 31 27 0 22 Dec 2021
Nonparametric Two-Sample Testing by Betting S. Shekhar Aaditya Ramdas 23 25 0 16 Dec 2021
Identifying Distributional Differences in Convective Evolution Prior to Rapid Intensification in Tropical Cyclones Trey McNeely Galen B. Vincent Rafael Izbicki Kimberly M. Wood Ann B. Lee 9 0 0 24 Sep 2021
Deep Learning-Based Estimation and Goodness-of-Fit for Large-Scale Confirmatory Item Factor Analysis Christopher J. Urban Daniel J. Bauer CML 15 1 0 20 Sep 2021
Test for non-negligible adverse shifts Vathy M. Kamulete 15 3 0 07 Jul 2021
Meta Two-Sample Testing: Learning Kernels for Testing with Limited Data Feng Liu Wenkai Xu Jie Lu Danica J. Sutherland 18 19 0 14 Jun 2021
Testing for Outliers with Conformal p-values Stephen Bates Emmanuel Candès Lihua Lei Yaniv Romano Matteo Sesia 23 134 0 16 Apr 2021
A Witness Two-Sample Test Jonas M. Kubler Wittawat Jitkrittum Bernhard Schölkopf Krikamol Muandet 18 17 0 10 Feb 2021
A connection between the pattern classification problem and the General Linear Model for statistical inference Juan M Gorriz SIPBA group J. Suckling 11 7 0 16 Dec 2020
Dimension-agnostic inference using cross U-statistics Ilmun Kim Aaditya Ramdas 33 16 0 10 Nov 2020
Two-sample Test using Projected Wasserstein Distance Jie Wang Rui Gao Yao Xie 24 19 0 22 Oct 2020
Testing for Normality with Neural Networks M. Simic 27 6 0 29 Sep 2020
Learning Kernel Tests Without Data Splitting Jonas M. Kubler Wittawat Jitkrittum Bernhard Schölkopf Krikamol Muandet 8 22 0 03 Jun 2020
High Probability Lower Bounds for the Total Variation Distance Loris Michel Jeffrey Näf N. Meinshausen 6 3 0 12 May 2020
On the power of conditional independence testing under model-X Eugene Katsevich Aaditya Ramdas CML 19 11 0 12 May 2020
Learning Deep Kernels for Non-Parametric Two-Sample Tests Feng Liu Wenkai Xu Jie Lu Guangquan Zhang Arthur Gretton Danica J. Sutherland 19 176 0 21 Feb 2020
Statistical Agnostic Mapping: a Framework in Neuroimaging based on Concentration Inequalities Juan M Gorriz et al. Mashrur Chowdhury 34 22 0 27 Dec 2019
Two-sample Testing Using Deep Learning Matthias Kirchler S. Khorasani Marius Kloft C. Lippert 8 37 0 14 Oct 2019
Classification Logit Two-sample Testing by Neural Networks Xiuyuan Cheng A. Cloninger 27 31 0 25 Sep 2019
Two-Sample Test Based on Classification Probability H. Cai Bryan Goggin Qingtang Jiang OOD 8 14 0 17 Sep 2019
Validation of Approximate Likelihood and Emulator Models for Computationally Intensive Simulations Niccolò Dalmasso Ann B. Lee Rafael Izbicki T. Pospisil Ilmun Kim Chieh-An Lin 21 8 0 27 May 2019
Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift Stephan Rabanser Stephan Günnemann Zachary Chase Lipton 33 357 0 29 Oct 2018
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 78 390 0 20 Oct 2016