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Paper Citation Record · LEDGER

Understanding the Limitations of Variational Mutual Information Estimators

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:1910.06222.

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

pith.paper-citation-record.v1
1910.06222 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:14:24.113425Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T12:14:26.196236Z

Reference resolution

0 of 0 outbound references displayed

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

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation fa2627d0-216f-45b8-9d52-e7fc86132676 · inbound

Accurate Estimation of Mutual Information in High Dimensional Data cites this paper.

Accurate Estimation of Mutual Information in High Dimensional Data Understanding the Limitations of Variational Mutual Information Estimators

Reference 57

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:14:26.266600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T12:14:24.113425Z digest=sha256:b42759282e54779532e296385edb43943033f1bfb269e25238154c2c18d943a2

Observation 50c9d056-9f7d-442c-a160-4646ab603d5b · inbound

MIST: Mutual Information Estimation Via Supervised Training cites this paper.

MIST: Mutual Information Estimation Via Supervised Training Understanding the Limitations of Variational Mutual Information Estimators

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-03T20:41:07.282152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:41:07.282152Z digest=sha256:05741128f213c4836840a6d29f9bcdcb2b4e6c117126ad239e65137cf05fda68