The Gromov-Wasserstein distance between spheres

التفاصيل البيبلوغرافية
العنوان: The Gromov-Wasserstein distance between spheres
المؤلفون: Arya, Shreya, Auddy, Arnab, Edmonds, Ranthony, Lim, Sunhyuk, Memoli, Facundo, Packer, Daniel
سنة النشر: 2023
المجموعة: Mathematics
مصطلحات موضوعية: Mathematics - Metric Geometry, Mathematics - Optimization and Control
الوصف: In this paper we consider a two-parameter family {dGWp,q}p,q of Gromov- Wasserstein distances between metric measure spaces. By exploiting a suitable interaction between specific values of the parameters p and q and the metric of the underlying spaces, we determine the exact value of the distance dGW4,2 between all pairs of unit spheres of different dimension endowed with their Euclidean distance and their uniform measure.
Comment: 1. Added a Section 4, Section 5, and Appendix C; 2. Swapped Sections 2 and 3; 3. "Relagated Proofs" section (Section 4 in the old version) is now in appendix
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2306.10586
رقم الأكسشن: edsarx.2306.10586
قاعدة البيانات: arXiv