Paper Citation Record · LEDGER

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization

As of 21 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2502.07510.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.07510 v2

Coverage vector

measured 46 of 46 reference resolution

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Source: paper_references, paper_reference_links, observed 2026-08-08T12:38:30.322596Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

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Pith citing papers itemized under the disclosed page cap.

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A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

46 of 46 outbound references displayed

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External citation measurements

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Outbound references

Observation 58c2b2ac-0d28-48de-92f3-07df741f4634 · outbound

This paper cites write newline.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization write newline

Reference 1

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Observation 35ef81de-52d0-46bd-a9e2-1a42547cc436 · outbound

This paper cites Z., B \'e rar, M., Gasso, G., and Rakotomamonjy, A.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Z., B \'e rar, M., Gasso, G., and Rakotomamonjy, A

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:31.678931Z

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Observation fb6efb58-785b-4ad5-983e-cce5d0e61485 · outbound

This paper cites an unresolved cited work.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Unresolved cited work

Reference 3

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Observation 2c1c725e-64ca-41aa-959c-20e66caad738 · outbound

This paper cites Gradient Flows in Metric Spaces and in the Space of Probability Measures.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Gradient Flows in Metric Spaces and in the Space of Probability Measures

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:31.656985Z

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Observation 7a23a089-bd9f-4d37-be84-6df9d16e1da0 · outbound

This paper cites and Krishnaswamy, S.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization and Krishnaswamy, S

Reference 5

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Observation e6ef2670-30f9-4132-8e67-2fce2e8bdd26 · outbound

This paper cites and Beinert, R.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization and Beinert, R

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:31.637154Z

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Observation db3433a8-74e0-4e97-aeb6-0604f0afa5ee · outbound

This paper cites Unbalanced multi-marginal optimal transport.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Unbalanced multi-marginal optimal transport

Reference 7

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Observation a46155d8-34ce-42b9-a00e-b2bf99d7a384 · outbound

This paper cites Multi-marginal G romov-- W asserstein transport and barycentres.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Multi-marginal G romov-- W asserstein transport and barycentres

Reference 8

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Observation ca3aabb5-69e4-4124-a2b3-e45b01ea2359 · outbound

This paper cites an unresolved cited work.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Unresolved cited work

Reference 9

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Observation 0b2f8de3-144f-452f-a2a8-1751fb7754e3 · outbound

This paper cites an unresolved cited work.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:31.413082Z

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Observation d8653329-ed5f-48ff-9c4f-d7c6fc93a235 · outbound

This paper cites Unsupervised topological alignment for single-cell multi-omics integration.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Unsupervised topological alignment for single-cell multi-omics integration

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:31.352454Z

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Observation 2991bac6-0d78-4454-8bad-6af87771860c · outbound

This paper cites Manifold alignment for heterogeneous single-cell multi-omics data integration using Pamona.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Manifold alignment for heterogeneous single-cell multi-omics data integration using Pamona

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:31.324886Z

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Observation 8438a1d7-1974-4f81-b941-d1321456bdd2 · outbound

This paper cites an unresolved cited work.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:31.314151Z

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Observation f8b54ebc-3333-46fb-a992-a819fd22d80c · outbound

This paper cites Unsupervised manifold alignment with joint multidimensional scaling.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Unsupervised manifold alignment with joint multidimensional scaling

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:31.304059Z

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Observation 5e690a16-7d83-4f5f-ae58-2d270727576a · outbound

This paper cites B., and Zhang, K.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization B., and Zhang, K

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:31.293526Z

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Observation a0699e04-0f5b-4f51-947e-441027f21bcc · outbound

This paper cites F., Courtois, E.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization F., Courtois, E

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:31.283268Z

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Observation d59186f3-9885-4375-bb68-68d4f7746fbc · outbound

This paper cites A., Needham, T., and Weighill, T.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization A., Needham, T., and Weighill, T

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:31.272348Z

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Observation 40fc70c5-a52b-4c5f-a315-7e87da13eebe · outbound

This paper cites Generalized unsupervised manifold alignment.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Generalized unsupervised manifold alignment

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:31.261870Z

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Observation f996922f-306f-43cf-9728-9534d8e05f75 · outbound

This paper cites and Avis, D.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization and Avis, D

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:31.251458Z

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Observation 3e42089c-d6a8-4978-b062-1464a7b4887e · outbound

This paper cites S., and Singh, R.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization S., and Singh, R

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:31.240834Z

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Observation 13c5b5c6-6a20-4894-afec-69502d8cb764 · outbound

This paper cites Neuc- MDS : Non- E uclidean multidimensional scaling through bilinear forms.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Neuc- MDS : Non- E uclidean multidimensional scaling through bilinear forms

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:31.229952Z

Source-reported events for the cited work

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Observation aa2a1b6f-6ba2-4547-87a7-c6f0042daf6f · outbound

This paper cites an unresolved cited work.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:31.218878Z

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Observation d5c3638a-efc9-41ab-97c8-3277d4f800df · outbound

This paper cites Statistical optimal transport via factored couplings.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Statistical optimal transport via factored couplings

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:31.207896Z

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Observation 76d6387f-61f5-426c-ab3c-a6571b3602db · outbound

This paper cites Unsupervised alignment of embeddings with W asserstein procrustes.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Unsupervised alignment of embeddings with W asserstein procrustes

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:31.076742Z

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Observation 4a5d9cdb-f5a4-4a72-88e3-59d2bf600437 · outbound

This paper cites J., Hastie, T., d’Enza, A.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization J., Hastie, T., d’Enza, A

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:30.970734Z

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Observation d0e63848-0a0a-4ffc-b350-b88e6e20bf38 · outbound

This paper cites Ground metric learning on graphs.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Ground metric learning on graphs

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:30.938742Z

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Observation 726ae483-b43c-4297-b57c-f6ab7f36b95e · outbound

This paper cites P., Welling, M., et al.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization P., Welling, M., et al

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:30.928670Z

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Observation 4dbc17e2-9da4-4dac-af93-5396c81313f3 · outbound

This paper cites an unresolved cited work.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:30.918090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 300309e6-5c09-4cad-9691-53d1d762d297 · outbound

This paper cites UMAP : Uniform manifold approximation and projection.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization UMAP : Uniform manifold approximation and projection

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:30.907845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3f1b7104-8b0b-41a4-a824-1dee2d702e02 · outbound

This paper cites G romov-- W asserstein distances and the metric approach to object matching.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization G romov-- W asserstein distances and the metric approach to object matching

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:30.897473Z

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Observation f54e27ae-e377-44d0-aa3c-2f29070ea894 · outbound

This paper cites an unresolved cited work.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Unresolved cited work

Reference 31

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1042aa91-a44b-4d1f-be93-5b6fa2fb29f5 · outbound

This paper cites Topology.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Topology

Reference 32

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 25df84e9-bbff-49c7-89fe-b4c7231af349 · outbound

This paper cites and Cuturi, M.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization and Cuturi, M

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:30.865539Z

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Observation 77cf9104-a36c-46f4-8c7d-b554dff59bcc · outbound

This paper cites Scikit-learn: Machine learning in P ython.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Scikit-learn: Machine learning in P ython

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:30.854896Z

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Observation f5df32a8-3024-4dc0-a459-7e2f2d60d05d · outbound

This paper cites G romov-- W asserstein averaging of kernel and distance matrices.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization G romov-- W asserstein averaging of kernel and distance matrices

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:30.843789Z

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Observation 6f198204-5556-4c66-93c7-6a579cbb0255 · outbound

This paper cites an unresolved cited work.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:30.768079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dd12e07a-9fe4-40df-88e7-34cd03c56619 · outbound

This paper cites Gromov -- Wasserstein -like distances in the Gaussian mixture models space.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Gromov -- Wasserstein -like distances in the Gaussian mixture models space

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:30.653077Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3f501053-c069-4556-b020-a0a324051bf0 · outbound

This paper cites On the geometry of metric measure spaces.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization On the geometry of metric measure spaces

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:30.538642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 569e88e5-7a1c-4952-bc5d-ed01aa241656 · outbound

This paper cites The space of spaces: curvature bounds and gradient flows on the space of metric measure spaces, volume 290 of Memoirs of the American Mathematical Society.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization The space of spaces: curvature bounds and gradient flows on the space of metric measure spaces, volume 290 of Memoirs of the American Mathematical Society

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:30.436917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4b4e716a-e6f9-424b-bf36-3802ac4807dc · outbound

This paper cites The unbalanced G romov-- W asserstein distance: Conic formulation and relaxation.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization The unbalanced G romov-- W asserstein distance: Conic formulation and relaxation

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:30.425450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 405aac96-4040-426a-9211-21e69780edf6 · outbound

This paper cites Distributional Reduction: Unifying Dimensionality Reduction and Clustering with Gromov-Wasserstein.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Distributional Reduction: Unifying Dimensionality Reduction and Clustering with Gromov-Wasserstein

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-08T12:38:30.304939Z

Source-reported events for the cited work

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Observation 4c530184-d985-4d75-83d1-0b9a4b005780 · outbound

This paper cites and Hinton, G.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization and Hinton, G

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:30.415478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a98da04e-7966-46f7-82b9-b0167315445c · outbound

This paper cites Fused Gromov -- Wasserstein distance for structured objects.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Fused Gromov -- Wasserstein distance for structured objects

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:30.402972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e82baf31-d445-450b-aeee-61e2ea3aa4d9 · outbound

This paper cites Co-optimal transport.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Co-optimal transport

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:30.389716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ed14971d-0555-441a-b115-8dccdf0b76ae · outbound

This paper cites Topics in optimal transportation.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Topics in optimal transportation

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:30.377681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 598d612a-bb68-49e4-9e93-8c14198f5294 · outbound

This paper cites Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms.

Joint Metric Space Embedding by Unbalanced OT with Gromov-Wasserstein Marginal Penalization Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-08T12:38:30.322596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.