Paper Citation Record · LEDGER

Causal Posterior Estimation

As of 20 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2505.21468.

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

pith.paper-citation-record.v1
2505.21468 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:41:56.759347Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

21 of 21 outbound references displayed

verified exact1
verified fuzzy13
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 41887d91-c0fb-467a-ae89-1acc1fafa355 · outbound

This paper cites S., & Vanden-Eijnden, E.

Causal Posterior Estimation S., & Vanden-Eijnden, E

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:42:00.865468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3aafeb2d-3745-442a-9c1c-dbc579f97f9a · outbound

This paper cites I is a ten-dimensional vector of ones.

Causal Posterior Estimation I is a ten-dimensional vector of ones

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:41:58.613686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9720dfee-19e5-4ab2-bfbd-b716e954b00f · outbound

This paper cites 23 B.8 Tree The tree model is a recently introduced SBI benchmark model (Gloeckler et al., 2024).

Causal Posterior Estimation 23 B.8 Tree The tree model is a recently introduced SBI benchmark model (Gloeckler et al., 2024)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:41:58.112075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 15d9efa2-d7dc-4167-b92f-bfbe13a51d96 · outbound

This paper cites The GMM follows the representation in Lueckmann et al.

Causal Posterior Estimation The GMM follows the representation in Lueckmann et al

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:41:58.859608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bed264e6-6928-4b0f-8c55-456121dcc5e1 · outbound

This paper cites simple likelihood complex posterior.

Causal Posterior Estimation simple likelihood complex posterior

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:41:58.318877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 81acdf22-5a91-4a28-8d66-a6627fdebb68 · outbound

This paper cites Its generative process is defined as: θ∼U 2(−10,.

Causal Posterior Estimation Its generative process is defined as: θ∼U 2(−10,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:41:57.971859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cddf18ee-226f-413b-ac26-1c159785807e · outbound

This paper cites an unresolved cited work.

Causal Posterior Estimation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:41:59.367850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b3e49d21-e882-499f-8107-b016ac4c05eb · outbound

This paper cites 25 FMPE FMPE uses a two-layer MLP with 128 nodes each to embed parameter valuesθ and a two-layer MLP with 128 nodes each to embed data valuesx.

Causal Posterior Estimation 25 FMPE FMPE uses a two-layer MLP with 128 nodes each to embed parameter valuesθ and a two-layer MLP with 128 nodes each to embed data valuesx

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:41:57.483680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 431656bb-1d57-4d36-b233-269474aa80fa · outbound

This paper cites C.4 Training Each neural SBI method (i.e., CPE and all baselines) are trained using an Adam optimizer (Kingma & Ba,.

Causal Posterior Estimation C.4 Training Each neural SBI method (i.e., CPE and all baselines) are trained using an Adam optimizer (Kingma & Ba,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:41:57.359702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 615d15c5-4de9-43b2-adbe-5d15f6efce71 · outbound

This paper cites discrete.

Causal Posterior Estimation discrete

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:41:59.696570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 663a4a70-57b0-4181-a405-19c1cb4d5470 · outbound

This paper cites An Introduction to Probabilistic Programming.

Causal Posterior Estimation An Introduction to Probabilistic Programming

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T13:41:55.594290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 636f9ba9-6c0d-4e14-8a5f-c7c079823560 · outbound

This paper cites Robust Bayesian methods using amortized simulation-based inference.

Causal Posterior Estimation Robust Bayesian methods using amortized simulation-based inference

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:41:56.908680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ff773e52-e0a8-4b61-af07-fdbb39da81fd · outbound

This paper cites Simulation-based Inference for High-dimensional Data using Surjective Sequential Neural Likelihood Estimation.

Causal Posterior Estimation Simulation-based Inference for High-dimensional Data using Surjective Sequential Neural Likelihood Estimation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T13:41:55.251512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 194f4958-3626-4a8c-a43e-9414c93900bf · outbound

This paper cites an unresolved cited work.

Causal Posterior Estimation Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:42:00.586936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d82e322e-1ba7-40b7-b8e4-da72f8166f01 · outbound

This paper cites T., Robert, C.

Causal Posterior Estimation T., Robert, C

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:42:00.278252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1c382836-9570-4b5c-8102-bd6205ed37c4 · outbound

This paper cites an unresolved cited work.

Causal Posterior Estimation Unresolved cited work

Reference 1143

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:41:59.991039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4911b851-60de-4fef-9ca3-bd488f371196 · outbound

This paper cites We trained each method to convergence with a maximum of2 000 training epochs (whichever is fulfilled first).

Causal Posterior Estimation We trained each method to convergence with a maximum of2 000 training epochs (whichever is fulfilled first)

Reference 2015

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:41:57.163912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cef387a9-e560-4b1e-8c64-46075798adc7 · outbound

This paper cites an unresolved cited work.

Causal Posterior Estimation Unresolved cited work

Reference 2021

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:41:57.794510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a7cb9100-58a2-4246-aa01-baa54833e001 · outbound

This paper cites To compute the metrics, we first subsample both reference and inferred posteriors to10 000 samples, and then compute both metrics.

Causal Posterior Estimation To compute the metrics, we first subsample both reference and inferred posteriors to10 000 samples, and then compute both metrics

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:41:57.625506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 379c8c9d-2404-4674-a9c0-c936b1b5e9a7 · outbound

This paper cites We describe the different models below.

Causal Posterior Estimation We describe the different models below

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:41:59.106726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2fdc579e-7aab-41d8-bcba-3dd9c8c0332b · outbound

This paper cites Gaussian Error Linear Units (GELUs).

Causal Posterior Estimation Gaussian Error Linear Units (GELUs)

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T13:41:55.426425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.