Paper Citation Record · LEDGER

Causal Abstraction Learning based on the Semantic Embedding Principle

As of 10 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 1 inbound Pith citation observation for arXiv:2502.00407.

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

pith.paper-citation-record.v1
2502.00407 v2

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T19:12:34.332755Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T16:11:40.157793Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

56 of 56 outbound references displayed

verified exact0
verified fuzzy33
unresolved23
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 128a89ac-8e86-4ecd-a38c-0c0f3b57de8e · outbound

This paper cites write newline.

Causal Abstraction Learning based on the Semantic Embedding Principle write newline

Reference 1

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Source-reported events for the cited work

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Observation 5117ef51-a2c3-4e4d-9aef-cf5337690193 · outbound

This paper cites Optimization Algorithms on Matrix Manifolds.

Causal Abstraction Learning based on the Semantic Embedding Principle Optimization Algorithms on Matrix Manifolds

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:35.341926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e1729599-5f9d-431d-9e38-0ff771d2e883 · outbound

This paper cites and Halpern, J.

Causal Abstraction Learning based on the Semantic Embedding Principle and Halpern, J

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:35.324890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 42c59a5d-3b4b-4584-9223-111e4f99bc72 · outbound

This paper cites and Gavves, S.

Causal Abstraction Learning based on the Semantic Embedding Principle and Gavves, S

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:35.307027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1cae374a-0121-4b98-a2fb-7f85e1ee97d6 · outbound

This paper cites an unresolved cited work.

Causal Abstraction Learning based on the Semantic Embedding Principle Unresolved cited work

Reference 5

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 97cf084e-7304-4fae-88dd-73bd83b6ef33 · outbound

This paper cites An introduction to optimization on smooth manifolds.

Causal Abstraction Learning based on the Semantic Embedding Principle An introduction to optimization on smooth manifolds

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T19:12:34.052869Z

Source-reported events for the cited work

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Observation 09e35edc-eebc-46e4-913f-cc367f0331b9 · outbound

This paper cites Manopt, a M atlab toolbox for optimization on manifolds.

Causal Abstraction Learning based on the Semantic Embedding Principle Manopt, a M atlab toolbox for optimization on manifolds

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:35.261737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9dda5087-042b-4a27-9c87-3f282251d8a0 · outbound

This paper cites and Vandenberghe, L.

Causal Abstraction Learning based on the Semantic Embedding Principle and Vandenberghe, L

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T19:12:34.064722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37d27d90-d533-4297-a2a1-b5f67740c055 · outbound

This paper cites Distributed optimization and statistical learning via the alternating direction method of multipliers.

Causal Abstraction Learning based on the Semantic Embedding Principle Distributed optimization and statistical learning via the alternating direction method of multipliers

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T19:12:34.069721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa0ce6db-60f5-433e-b17b-a570fcfa54ff · outbound

This paper cites The matrix reference manual.

Causal Abstraction Learning based on the Semantic Embedding Principle The matrix reference manual

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:35.220807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b2552035-127e-4cc3-a845-d5bb499f055b · outbound

This paper cites and Lim, L.-H.

Causal Abstraction Learning based on the Semantic Embedding Principle and Lim, L.-H

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:35.205068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 63252656-a122-4821-bcf4-86b0b8a2d89d · outbound

This paper cites Proximal gradient method for nonsmooth optimization over the S tiefel manifold.

Causal Abstraction Learning based on the Semantic Embedding Principle Proximal gradient method for nonsmooth optimization over the S tiefel manifold

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T19:12:34.087011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64b12509-59ae-41af-94ec-874893ce4701 · outbound

This paper cites an unresolved cited work.

Causal Abstraction Learning based on the Semantic Embedding Principle Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-09T19:12:35.188305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f27861f1-3f7c-43b5-9373-d02ee6fb91b9 · outbound

This paper cites and Boyd, S.

Causal Abstraction Learning based on the Semantic Embedding Principle and Boyd, S

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:35.170045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 69f5ce35-bb29-4d4b-aec7-08d6d8d1608d · outbound

This paper cites G., Felekis, Y., Zennaro, F.

Causal Abstraction Learning based on the Semantic Embedding Principle G., Felekis, Y., Zennaro, F

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:35.151187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e9410f43-ddb3-49a9-9a29-a4460ec62158 · outbound

This paper cites A., and Smith, S.

Causal Abstraction Learning based on the Semantic Embedding Principle A., and Smith, S

Reference 16

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Source-reported events for the cited work

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Observation aaaefaf3-54a0-4bd3-9229-d9cb6a91599a · outbound

This paper cites and Hoffman, A.

Causal Abstraction Learning based on the Semantic Embedding Principle and Hoffman, A

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:35.118833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2e4ab3a4-ab1d-415a-b103-3afa5d9e1c05 · outbound

This paper cites M., Branchini, N., and Damoulas, T.

Causal Abstraction Learning based on the Semantic Embedding Principle M., Branchini, N., and Damoulas, T

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:35.101809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0a25917d-224d-4850-b758-7b425df67b15 · outbound

This paper cites A Review of the Role of Causality in Developing Trustworthy AI Systems.

Causal Abstraction Learning based on the Semantic Embedding Principle A Review of the Role of Causality in Developing Trustworthy AI Systems

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-09T19:12:34.127105Z

Source-reported events for the cited work

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Observation 8263687d-b5a4-4a4c-951b-e4c679468f40 · outbound

This paper cites Causal abstractions of neural networks.

Causal Abstraction Learning based on the Semantic Embedding Principle Causal abstractions of neural networks

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-09T19:12:34.133194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d7f9fd0-f35d-47cd-8351-ea5aba24114e · outbound

This paper cites Finding alignments between interpretable causal variables and distributed neural representations.

Causal Abstraction Learning based on the Semantic Embedding Principle Finding alignments between interpretable causal variables and distributed neural representations

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-09T19:12:34.138887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1be4144-1378-4d42-8505-421f0d756e5d · outbound

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Causal Abstraction Learning based on the Semantic Embedding Principle Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-09T19:12:35.063370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9d8297a5-cbe6-42d0-9bb0-12c74f8543e3 · outbound

This paper cites an unresolved cited work.

Causal Abstraction Learning based on the Semantic Embedding Principle Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-09T19:12:35.043591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 54d5c6d2-0282-439a-acc2-79b50f775c7c · outbound

This paper cites Causal inference by string diagram surgery.

Causal Abstraction Learning based on the Semantic Embedding Principle Causal inference by string diagram surgery

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:35.024582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 776cd377-977e-4eeb-a165-5a9b3e37348d · outbound

This paper cites Targeted reduction of causal models.

Causal Abstraction Learning based on the Semantic Embedding Principle Targeted reduction of causal models

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:35.002935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 934ae8f3-ab9f-49c5-ad92-1193d06ef64b · outbound

This paper cites SCM - VAE : L earning identifiable causal representations via structural knowledge.

Causal Abstraction Learning based on the Semantic Embedding Principle SCM - VAE : L earning identifiable causal representations via structural knowledge

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:34.984834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f031e7d1-a76e-476a-b715-c5979f79db65 · outbound

This paper cites an unresolved cited work.

Causal Abstraction Learning based on the Semantic Embedding Principle Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-09T19:12:34.965236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8047a18c-1398-4e5b-8439-9761e695c046 · outbound

This paper cites and Osher, S.

Causal Abstraction Learning based on the Semantic Embedding Principle and Osher, S

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:34.947385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6343c100-80f1-4aeb-882c-b86fc8d68aab · outbound

This paper cites D., Razaviyayn, M., and Hong, M.

Causal Abstraction Learning based on the Semantic Embedding Principle D., Razaviyayn, M., and Hong, M

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:34.930397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 75f05d62-a361-456a-9962-83de41839b2a · outbound

This paper cites Categories for the Working Mathematician, volume 5.

Causal Abstraction Learning based on the Semantic Embedding Principle Categories for the Working Mathematician, volume 5

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:34.909855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 61e9e021-8386-4dd4-a3e0-1afa518e6d47 · outbound

This paper cites Sampling via measure transport: A n introduction , pp.\ 1–41.

Causal Abstraction Learning based on the Semantic Embedding Principle Sampling via measure transport: A n introduction , pp.\ 1–41

Reference 31

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Source-reported events for the cited work

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Observation 1785425f-66f0-42df-a85a-b9abff260417 · outbound

This paper cites Learning causal abstractions of linear structural causal models.

Causal Abstraction Learning based on the Semantic Embedding Principle Learning causal abstractions of linear structural causal models

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:34.891369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3e9ed948-f13b-4b0e-8f69-0e6d22ba9143 · outbound

This paper cites Parallel and distributed successive convex approximation methods for big-data optimization.

Causal Abstraction Learning based on the Semantic Embedding Principle Parallel and distributed successive convex approximation methods for big-data optimization

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:34.872544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f9da01bf-1604-4b63-8944-1c94f27c846d · outbound

This paper cites and Saigo, H.

Causal Abstraction Learning based on the Semantic Embedding Principle and Saigo, H

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:34.854168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 004b145a-6295-42ea-bb35-13659e5bdb71 · outbound

This paper cites Proximal algorithms.

Causal Abstraction Learning based on the Semantic Embedding Principle Proximal algorithms

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:34.836790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e2dd8214-3973-45f2-8631-ec348e8a3432 · outbound

This paper cites Causality.

Causal Abstraction Learning based on the Semantic Embedding Principle Causality

Reference 36

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Source-reported events for the cited work

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Observation b89c8692-b63d-4765-bc98-ca60aaeec1ae · outbound

This paper cites Starting Category Theory.

Causal Abstraction Learning based on the Semantic Embedding Principle Starting Category Theory

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:34.805476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eb95e075-8b65-4dee-ab43-b693b47fd718 · outbound

This paper cites Causal Responsibility Attribution for Human-AI Collaboration.

Causal Abstraction Learning based on the Semantic Embedding Principle Causal Responsibility Attribution for Human-AI Collaboration

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-09T19:12:34.237502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33dd9b06-b4f9-493b-87f3-5e5739bb2065 · outbound

This paper cites B., Sadler, B.

Causal Abstraction Learning based on the Semantic Embedding Principle B., Sadler, B

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:34.781145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f947baaf-983c-400e-8864-4247ece5c026 · outbound

This paper cites an unresolved cited work.

Causal Abstraction Learning based on the Semantic Embedding Principle Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-09T19:12:34.759067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d99a9a62-6c59-4a16-83a5-ec2d820cca9c · outbound

This paper cites K., Weichwald, S., Bongers, S., Mooij, J.

Causal Abstraction Learning based on the Semantic Embedding Principle K., Weichwald, S., Bongers, S., Mooij, J

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:34.733282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5613567e-51f8-40b2-ad31-1e2692882efd · outbound

This paper cites R., Kalchbrenner, N., Goyal, A., and Bengio, Y.

Causal Abstraction Learning based on the Semantic Embedding Principle R., Kalchbrenner, N., Goyal, A., and Bengio, Y

Reference 42

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 052b0a2f-1366-41e2-bad1-fdfb74cc9be6 · outbound

This paper cites Aligning Graphical and Functional Causal Abstractions.

Causal Abstraction Learning based on the Semantic Embedding Principle Aligning Graphical and Functional Causal Abstractions

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-09T19:12:34.266961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b57302e1-ba7b-44c6-8b48-b53e968b54dc · outbound

This paper cites O., Hyv \"a rinen, A., Kerminen, A., and Jordan, M.

Causal Abstraction Learning based on the Semantic Embedding Principle O., Hyv \"a rinen, A., Kerminen, A., and Jordan, M

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:34.700675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0a8cedd2-8f47-4299-a250-b1e86bb5bcf1 · outbound

This paper cites A R iemannian proximal N ewton method.

Causal Abstraction Learning based on the Semantic Embedding Principle A R iemannian proximal N ewton method

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:34.678378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b9c9d0f7-d751-4c1c-82b9-47a14964d246 · outbound

This paper cites M., Beckmann, C.

Causal Abstraction Learning based on the Semantic Embedding Principle M., Beckmann, C

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:34.657223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0e935867-d1d0-4477-a558-2cd833bfd8ef · outbound

This paper cites and Zhang, K.

Causal Abstraction Learning based on the Semantic Embedding Principle and Zhang, K

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:34.625936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c9d182e4-bf20-4858-b4ea-fae7020c8565 · outbound

This paper cites OSQP : An operator splitting solver for quadratic programs.

Causal Abstraction Learning based on the Semantic Embedding Principle OSQP : An operator splitting solver for quadratic programs

Reference 48

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c44d8ad-2925-46ec-bb02-8376ee3aa819 · outbound

This paper cites C., Di Lorenzo, P., Sciancalepore, V., Aijaz, A., Kountouris, M., G \"u nd \"u z, D., Popovski, P., Sana, M., Stavrou, P.

Causal Abstraction Learning based on the Semantic Embedding Principle C., Di Lorenzo, P., Sciancalepore, V., Aijaz, A., Kountouris, M., G \"u nd \"u z, D., Popovski, P., Sana, M., Stavrou, P

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:34.603167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 118d4cf1-c87e-4822-85b8-e33e26ccc8e6 · outbound

This paper cites an unresolved cited work.

Causal Abstraction Learning based on the Semantic Embedding Principle Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-09T19:12:34.579820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b6c13606-0680-42a6-8e39-dd1aa926c2ff · outbound

This paper cites an unresolved cited work.

Causal Abstraction Learning based on the Semantic Embedding Principle Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-09T19:12:34.562114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 283ff9fa-9f7b-485e-a50e-f6c4f4b19259 · outbound

This paper cites K., Saad, W., and Xiao, Y.

Causal Abstraction Learning based on the Semantic Embedding Principle K., Saad, W., and Xiao, Y

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:34.542234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3c006e72-31e1-4269-a06c-cd4dd7fdf22b · outbound

This paper cites A regularized semi-smooth N ewton method with projection steps for composite convex programs.

Causal Abstraction Learning based on the Semantic Embedding Principle A regularized semi-smooth N ewton method with projection steps for composite convex programs

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:12:34.525408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 035d5595-7288-4c7e-bcf4-d155b77e1781 · outbound

This paper cites Causal VAE : Disentangled representation learning via neural structural causal models.

Causal Abstraction Learning based on the Semantic Embedding Principle Causal VAE : Disentangled representation learning via neural structural causal models

Reference 54

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Observation 8d5cf99b-e2a8-4516-bdc3-1deedf64e9de · outbound

This paper cites M., Dr \'a vucz, M., Apachitei, G., Widanage, W.

Causal Abstraction Learning based on the Semantic Embedding Principle M., Dr \'a vucz, M., Apachitei, G., Widanage, W

Reference 55

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Observation 53da4b65-b7fb-4932-8bf2-91dbce9988b6 · outbound

This paper cites and Hyv \"a rinen, A.

Causal Abstraction Learning based on the Semantic Embedding Principle and Hyv \"a rinen, A

Reference 56

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Pith citing papers

Observation dfff2b9a-4be8-466f-ae50-4006069fb51b · inbound

Compositional Semantic Communication for Physical AI: Category Theory Meets Game Theory cites this paper.

Compositional Semantic Communication for Physical AI: Category Theory Meets Game Theory Causal Abstraction Learning based on the Semantic Embedding Principle

Reference 25

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