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Paper Citation Record · LEDGER

Variational Causal Networks: Approximate Bayesian Inference over Causal Structures

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2106.07635.

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

pith.paper-citation-record.v1
2106.07635 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:49:55.782818Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

9
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 2c43c936-3cff-4643-beb6-c153ccc5ffea · inbound

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning cites this paper.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Variational Causal Networks: Approximate Bayesian Inference over Causal Structures

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T18:49:55.782818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:49:55.782818Z digest=sha256:782c14cb5a97945703b35d2b69424d5ba3ab9159a6768aff15134df3508917e4

Observation 8c6a93b1-4f16-4faa-912c-b3e8b9545834 · inbound

Bayesian causal discovery: Posterior concentration and optimal detection cites this paper.

Bayesian causal discovery: Posterior concentration and optimal detection Variational Causal Networks: Approximate Bayesian Inference over Causal Structures

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T15:19:56.067931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:19:56.067931Z digest=sha256:b5eb0985edeec61a53de536778beeba3be8a9559f9b2858c0838b3319ffdc061

Observation d6c23635-3121-4107-84b2-9727220d1819 · inbound

Iterative Causal Discovery: Per-Edge Impossibility Certificates, Tier-Aware Oracle Queries, and the $1+K$ Lower Bound cites this paper.

Iterative Causal Discovery: Per-Edge Impossibility Certificates, Tier-Aware Oracle Queries, and the $1+K$ Lower Bound Variational Causal Networks: Approximate Bayesian Inference over Causal Structures

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-06-29T16:03:34.006409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-29T15:59:24.710482Z digest=sha256:784c3cbad882d4c19749519b2b8b2d9eeba0f4d707d02bd9d10732562bd1de48

Observation 7802cb15-9155-474e-8dd1-797d4598e365 · inbound

Causal Atlases from Entropic Inference: Bayesian Networks beyond Optimal DAGs cites this paper.

Causal Atlases from Entropic Inference: Bayesian Networks beyond Optimal DAGs Variational Causal Networks: Approximate Bayesian Inference over Causal Structures

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-06-28T02:31:30.161939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-28T02:27:04.348139Z digest=sha256:4047db658332b179f9fbe588fec11d915e370cd170b1ae08114a6058b567ce40

Observation f6486eb8-3549-4bb4-a24c-981d29ba552f · inbound

SVI-DAG: A Structured Variational Inference Approach to Bayesian Causal Discovery cites this paper.

SVI-DAG: A Structured Variational Inference Approach to Bayesian Causal Discovery Variational Causal Networks: Approximate Bayesian Inference over Causal Structures

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-06T13:39:07.357579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:39:07.357579Z digest=sha256:d1aaf72316421969acee8ea2538e3a17169a1c6b1b2847df7edc2d4ca08dc726