Conformal Prediction under Lévy-Prokhorov Distribution Shifts: Robustness to Local and Global Perturbations

Item #:

085713-2142

Details

DOI: https://doi.org/10.52202/085713-2142
Author(s): Liviu Aolaritei, Julie Zhu, Oliver Wang, Michael Jordan, Youssef Marzouk
Pages: 71172-71201 (30 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/085713-2142
Author(s): Liviu Aolaritei, Julie Zhu, Oliver Wang, Michael Jordan, Youssef Marzouk
Pages: 71172-71201 (30 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)