@ARTICLE{2026arXiv260117120T,
       author = {{Tirapongprasert}, Chaipat and {Ho}, Matthew},
        title = "{Learning at the Edge: Tailed-Uniform Sampling for Robust Simulation-Based Inference}",
      journal = {arXiv e-prints},
     keywords = {Instrumentation and Methods for Astrophysics},
         year = 2026,
        month = jan,
          eid = {arXiv:2601.17120},
        pages = {arXiv:2601.17120},
          doi = {10.48550/arXiv.2601.17120},
archivePrefix = {arXiv},
       eprint = {2601.17120},
 primaryClass = {astro-ph.IM},
       adsurl = {https://ui.adsabs.harvard.edu/abs/2026arXiv260117120T},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}