Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T01:10:17.426525Z
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2505.02212.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T01:10:17.426525Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
61 of 61 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 1fd56d32-54c8-49ac-90ba-62ffffd8bd68 · outbound
Exogenous Isomorphism for Counterfactual Identifiability write newline
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9a16f7d-d7a2-4444-a948-f061900cf14e · outbound
Exogenous Isomorphism for Counterfactual Identifiability Identifiability of path-specific effects
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ae36315b-101a-4e99-9d34-4d9dd834e87c · outbound
Exogenous Isomorphism for Counterfactual Identifiability D., Ibeling, D., and Icard, T
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 932caf41-5ce3-4062-a4cb-bf7c7ee09215 · outbound
Exogenous Isomorphism for Counterfactual Identifiability Representation learning: A review and new perspectives
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d165a21-15f3-4493-a1d1-b9bd2efd597b · outbound
Exogenous Isomorphism for Counterfactual Identifiability Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 248a9434-a5d9-483c-8a1d-94f56cb3039f · outbound
Exogenous Isomorphism for Counterfactual Identifiability Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1a706ba1-ad3b-49d7-9aee-a656973c6fe9 · outbound
Exogenous Isomorphism for Counterfactual Identifiability K., and Kasiviswanathan, S
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fe7ed804-7285-4c15-b098-fe170645fc33 · outbound
Exogenous Isomorphism for Counterfactual Identifiability I., Gao, X., Baptista, R., and Krishnan, R
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3daaa20c-ca38-4a83-a45f-7488b5cba9e3 · outbound
Exogenous Isomorphism for Counterfactual Identifiability Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation cd158eaf-4c44-4b42-bc6d-6bc15c017698 · outbound
Exogenous Isomorphism for Counterfactual Identifiability Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 99a7109c-a823-46df-af53-fde958f3ceaa · outbound
Exogenous Isomorphism for Counterfactual Identifiability Nested counterfactual identification from arbitrary surrogate experiments
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 90b09612-4717-4cf4-9a72-401b715f931d · outbound
Exogenous Isomorphism for Counterfactual Identifiability Density estimation using real NVP
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 784c6103-7462-4db7-bc00-43174a40d5c4 · outbound
Exogenous Isomorphism for Counterfactual Identifiability Neural spline flows
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ef3d85bd-8116-49b2-82c4-f0747419cf28 · outbound
Exogenous Isomorphism for Counterfactual Identifiability Interpolating between optimal transport and mmd using sinkhorn divergences
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5c66737c-b407-43fe-bb28-dc036b68fbd2 · outbound
Exogenous Isomorphism for Counterfactual Identifiability Review of causal discovery methods based on graphical models
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50153eaa-7892-447b-b52c-9e7c354b9400 · outbound
Exogenous Isomorphism for Counterfactual Identifiability Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1c78547a-9dcc-4486-9159-2148df89e25b · outbound
Exogenous Isomorphism for Counterfactual Identifiability u gelgen, J., Stimper, V., Sch\
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 25e43f32-1597-4381-9980-2a15264b8aed · outbound
Exogenous Isomorphism for Counterfactual Identifiability M., Peters, J., and Sch\" o lkopf, B
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 54b63278-c7c3-43c3-9dd6-2e256a0f66c8 · outbound
Exogenous Isomorphism for Counterfactual Identifiability Nonlinear independent component analysis for principled disentanglement in unsupervised deep learning
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39198f03-81fa-4034-9b61-c6546ca3b172 · outbound
Exogenous Isomorphism for Counterfactual Identifiability o lkopf, B., B\
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e7cf0b94-b405-442f-829c-250074cb1bfd · outbound
Exogenous Isomorphism for Counterfactual Identifiability A., and Yu, Y
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1cf2d0c9-45ee-45c6-a175-e37cde516039 · outbound
Exogenous Isomorphism for Counterfactual Identifiability Causal normalizing flows: from theory to practice
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 94265841-7535-47f8-ad8e-64b605f51f8c · outbound
Exogenous Isomorphism for Counterfactual Identifiability u gelgen, J., Sch\
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 243713ca-cf01-4604-bd11-42374faa6480 · outbound
Exogenous Isomorphism for Counterfactual Identifiability Variational autoencoders and nonlinear ica: A unifying framework
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c0504118-3a7e-47f3-9207-cff778d7fcc8 · outbound
Exogenous Isomorphism for Counterfactual Identifiability Learning structural causal models from ordering: Identifiable flow models, Apr
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 837eef93-456b-480b-b872-b1a16bc3143f · outbound
Exogenous Isomorphism for Counterfactual Identifiability Identifiability of deep generative models without auxiliary information
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 04baf9dd-6c53-4e44-aa40-92ed25ec4342 · outbound
Exogenous Isomorphism for Counterfactual Identifiability J., Loftus, J., Russell, C., and Silva, R
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1c2af417-aab1-4039-ad89-9676429f2225 · outbound
Exogenous Isomorphism for Counterfactual Identifiability D., Gonz \'a lez-Sanz, A., Asher, N., Risser, L., and Loubes, J.-M
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c328c565-5c6b-477f-a40d-a1128442c3bf · outbound
Exogenous Isomorphism for Counterfactual Identifiability Sample-Efficient Reinforcement Learning via Counterfactual-Based Data Augmentation
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed9571a2-1489-4798-b61a-068958518b10 · outbound
Exogenous Isomorphism for Counterfactual Identifiability and Kiciman, E
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c23a312f-7700-46bc-a967-620a00e9648d · outbound
Exogenous Isomorphism for Counterfactual Identifiability Counterfactual identifiability of bijective causal models
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d503eb3d-afc7-4423-a741-8e5ad79fc735 · outbound
Exogenous Isomorphism for Counterfactual Identifiability Masked autoregressive flow for density estimation
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 56b239d9-62fa-420a-8d36-b8a24df9edf4 · outbound
Exogenous Isomorphism for Counterfactual Identifiability Deep structural causal models for tractable counterfactual inference
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7cfbad47-4437-47d5-8d09-1da79d574f07 · outbound
Exogenous Isomorphism for Counterfactual Identifiability Causality: Models, Reasoning and Inference
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f844bf3-a5bc-40a3-aa3a-9a44981f644a · outbound
Exogenous Isomorphism for Counterfactual Identifiability and Mackenzie, D
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d486150d-d517-4de7-935e-ce5011163129 · outbound
Exogenous Isomorphism for Counterfactual Identifiability Elements of Causal Inference: Foundations and Learning Algorithms
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 47524967-03be-47f3-9b17-2da571c2db17 · outbound
Exogenous Isomorphism for Counterfactual Identifiability Causal Models for Dynamical Systems, pp.\ 671–690
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation dcffb0da-3842-4477-a4f2-b6cd5a097a01 · outbound
Exogenous Isomorphism for Counterfactual Identifiability Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6bcf7e17-d4b2-4663-b47c-faedb11cc617 · outbound
Exogenous Isomorphism for Counterfactual Identifiability Zuko: Normalizing Flows in PyTorch , 2024
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation eddb76a0-8d1b-458b-9d07-cb8f684359b0 · outbound
Exogenous Isomorphism for Counterfactual Identifiability and Tsaftaris, S
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0a30ef44-d180-4f75-bc95-a73ba62e7502 · outbound
Exogenous Isomorphism for Counterfactual Identifiability Vaca: Designing variational graph autoencoders for causal queries
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9af0ca6f-9203-4aa0-8f8a-a06fb812c982 · outbound
Exogenous Isomorphism for Counterfactual Identifiability One-dimensional issues, pp.\ 59--85
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 36f0679c-3a6e-45b0-a7a8-602eaf1683f6 · outbound
Exogenous Isomorphism for Counterfactual Identifiability A fixed-point approach for causal generative modeling
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f79ab0a7-c91d-4a09-9e08-f02ad487c2f1 · outbound
Exogenous Isomorphism for Counterfactual Identifiability R., Kalchbrenner, N., Goyal, A., and Bengio, Y
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22060ac5-68f7-45d8-b5a4-62fe8018daa4 · outbound
Exogenous Isomorphism for Counterfactual Identifiability O., Hyv\" a rinen, A., and Kerminen, A
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0769be31-cbc6-48be-88e4-bb6e6999897d · outbound
Exogenous Isomorphism for Counterfactual Identifiability and Pearl, J
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2e669ee8-9145-4742-9b44-d344dab1bf99 · outbound
Exogenous Isomorphism for Counterfactual Identifiability and Zhang, K
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a94a41c4-d0e9-4d02-9799-8afa00515766 · outbound
Exogenous Isomorphism for Counterfactual Identifiability and Pearl, J
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 49fd4751-bc1e-4b1b-bb95-4d80a8954918 · outbound
Exogenous Isomorphism for Counterfactual Identifiability and Rodriguez, M
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5f07bebc-15f0-4d00-b732-d5ca7587f4d9 · outbound
Exogenous Isomorphism for Counterfactual Identifiability u gelgen, J., Besserve, M., Wendong, L., Gresele, L., Keki\' c , A., Bareinboim, E., Blei, D., and Sch\
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 99737f39-ce49-4fb2-999a-011e94bbaf51 · outbound
Exogenous Isomorphism for Counterfactual Identifiability J., Camgoz, N
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69fb4b87-bc11-41d0-b58d-2b36bace4e02 · outbound
Exogenous Isomorphism for Counterfactual Identifiability and Louppe, G
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation cfab6471-f67e-4415-a4ac-7e291142d71c · outbound
Exogenous Isomorphism for Counterfactual Identifiability Learning counterfactual outcomes under rank preservation, 2025
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 48e33946-c5e5-4d92-90a1-66c25a5f4518 · outbound
Exogenous Isomorphism for Counterfactual Identifiability and Bloem-Reddy, B
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b244c5cb-d39c-4eeb-9767-d097d9d92ed0 · outbound
Exogenous Isomorphism for Counterfactual Identifiability The causal-neural connection: Expressiveness, learnability, and inference
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation eb7af92f-b7ba-485e-8ba0-ae7dd7ba9707 · outbound
Exogenous Isomorphism for Counterfactual Identifiability M., Pan, Y., and Bareinboim, E
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 890aa305-a4d3-48f8-94a4-41bfecfcedaa · outbound
Exogenous Isomorphism for Counterfactual Identifiability S., Veli c kovi \'c , P., and Kersting, K
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1ec837b5-aab6-4cba-91f6-d0aa61943879 · outbound
Exogenous Isomorphism for Counterfactual Identifiability and Bareinboim, E
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca107797-067b-47ee-8af3-57239e15b1c0 · outbound
Exogenous Isomorphism for Counterfactual Identifiability and Hyv\" a rinen, A
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ed6215f4-a3e7-4170-8922-f48a9b2d9269 · outbound
Exogenous Isomorphism for Counterfactual Identifiability Causally consistent normalizing flow, Apr
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e62a79b8-d482-465c-957b-ac172a219f16 · outbound
Exogenous Isomorphism for Counterfactual Identifiability Unresolved cited work
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
No inbound Pith citation observations are available.