Goodness-of-Fit Testing

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13 papers5 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

  1. Adaptive Experimentation Can Hide Model Error:Detection Limits and Falsification Budget

    Nov 5, 2026Ramnarayan ChoudharyModel MisspecificationActive Experimental Design

    MBZUAI

  2. A goodness of fit approach to select the optimal visit sequence for nonparametric data synthesis

    Oct 28, 2026R{é}my Chapelle, Bruno Falissard, Mohammed SedkiGoodness-of-Fit TestingSynthetic Data Generation

    CESP, CB, EVDG · CESP

  3. An end-to-end framework for uncertainty-aware validation of generative models

    Oct 27, 2026Giada Badaracco, Sean Benevedes, Christina Reissel +2Goodness-of-Fit TestingUncertainty Quantification

    ETH Zürich, Zürich, CH · NSF AI Institute for Artificial Intelligence and Fundamental Interactions, Cambridge, MA, USA · School of Physics, Georgia Institute of Technology, Atlanta, GA, USA +2

  4. ENFR: Evidence Networks with Flow-Matched References for Amortized Simulation-Based Model Inference

    Oct 16, 2026Kai Lehman, Jameson Dong, Carolina Cuesta-Lazaro +5Goodness-of-Fit TestingBayesian Inference

    Universitäts-Sternwarte München, Fakultät für Physik, Ludwig-Maximilians-Universität, Scheinerstr. 1, 81679 München, Germany · Center for Computational Astrophysics, Flatiron Institute, 162 5th Avenue, New York, NY, 10010, USA · Excellence Cluster ORIGINS, Boltzmannstr. 2, 85748 Garching, Germany +8

  5. Conditional Kernel Stein Discrepancy

    Oct 8, 2026Federico Matteucci, Florian KalinkeKernel Stein DiscrepancyGoodness-of-Fit Testing

    Karlsruhe Institute of Technology

  6. What Can a Gaussian Process Design Test

    Oct 7, 2026Ivan De Boi, Marnix Van SoomGoodness-of-Fit TestingGaussian Processes

    Department of Electromechanical Engineering University of Antwerp Campus Groenenborger – Z373 Groenenborgerlaan 171, 2020 Antwerp, Belgium · Artificial Intelligence Lab Vrije Universiteit Brussel Pleinlaan 2, 1050 Brussels, Belgium

  7. A Probabilistic Circuit-Induced Pseudo-Metric for Out-of-Distribution Detection

    Aug 10, 2026Bhumika K, Vidhya S, Narayanan C KrishnanProbabilistic CircuitsGoodness-of-Fit Testing

    Mehta Family School of Data Science and Artificial Intelligence Indian Institute of Technology Palakkad Palakkad, Kerala, India

  8. Nonparametric Goodness-of-fit Testing under Covariate Shift

    Aug 5, 2026Zhen Hou, Dong XiaKernel Ridge RegressionCovariate Shift

    Department of Mathematics Hong Kong University of Science and Technology

  9. Nyström Kernel Stein Discrepancy Tests

    May 24, 2026Florian Kalinke, Zoltán Szabó, Bharath K. SriperumbudurGoodness-of-Fit TestingNyström Method

    Chair of Information Systems Karlsruhe Institute of Technology Am Fasanengarten 5, 76131 Karlsruhe, Germany · Department of Statistics London School of Economics Houghton Street, London, WC2A 2AE, UK · Department of Statistics The Pennsylvania State UniversityMay University Park, PA 16802, USA

  10. The Signal in the Noise: OOD Detection Through Goodness-of-Fit Testing in Factorised Latent Spaces

    May 21, 2026Philipp Bomatter, Jack Geary, Henry GoukGoodness-of-Fit TestingDistribution Shift Detection

    School of Informatics, University of Edinburgh

  11. Goodness-of-Fit Tests for Latent Class Models with Ordinal Categorical Data

    Feb 25, 2026Huan QingGoodness-of-Fit TestingLatent Variable Models

    School of Economics and Finance, Chongqing University of Technology, Chongqing, 400054, China

  12. How many asymmetric communities are there in multi-layer directed networks?

    Feb 25, 2026Huan QingGoodness-of-Fit TestingGraph Clustering

    School of Economics and Finance, Chongqing University of Technology, Chongqing, 400054, China

  13. Computationally efficient goodness-of-fit tests through kernelized Stein discrepancy

    Dec 23, 2025Zhihan Huang, Ziang NiuGoodness-of-Fit TestingKernel Methods

    Department of Statistics and Data Science University of Pennsylvania