Papers

CoLT The conditional localization test for assessing the accuracy of neural posterior estimates

T Chen, V Bansal, JG Scott - arXiv preprint arXiv:2507.17030, 2025 - arxiv.org
Computer Science paper stat.ML Suggest

… of this idea arises in validating conditional generative models for neural posterior estimation, or NPE, which is a rapidly growing area of simulation-based inference. Here θ …

Link to paper

BibTeX

@misc{chen2025coltconditionallocalizationtest,
      title={CoLT The conditional localization test for assessing the accuracy of neural posterior estimates}, 
      author={Tianyu Chen and Vansh Bansal and James G. Scott},
      year={2025},
      eprint={2507.17030},
      archivePrefix={arXiv},
      primaryClass={stat.ML},
      url={https//arxiv.org/abs/2507.17030}, 
}

Share