Generalized barycentric projection as a Monge mapping for Gromov–Wasserstein distance

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Let cmathbbScmathbb{S} and cmathbbXcmathbb{X} be metric-measure spaces, let cgamma∗cin\fu0005cGamma∗(cmathbbS,cmathbbX)cgamma^*cin\fu0005cGamma^*(cmathbb{S},cmathbb{X}), and let cmathcalTcgamma∗cmathcal{T}_{cgamma^*} be defined by

cmathcalTcgamma∗(s):=coperatorname∗arg⁡ min⁡xcinXcintXdX2(x,x′)dcgammas∗(x).cmathcal{T}_{cgamma^*}(s):=coperatorname*{\arg\,\min}_{xcin X}cint_X d_X^2(x,x')dcgamma^*_s(x).

Generalized barycentric projection conjecture. The map cmathcalTcgamma∗cmathcal{T}_{cgamma^*} is a Monge mapping for the coperatornameGW(cmathbbS,ctildecmathbbXcgamma∗)coperatorname{GW}(cmathbb{S},ctilde{cmathbb{X}}_{cgamma^*}) problem. The supplied text does not state whether this conjecture has been proved or disproved.

References

Primary source

Yikun Bai, Abihith Kothapalli, Hengrong Du, Rocio Diaz Martin and Soheil Kolouri, “Linear Partial Gromov-Wasserstein Embedding”, arXiv:2410.16669 (2025).

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