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Paper Citation Record · LEDGER

Differentially Private Conformal Prediction via Quantile Binary Search

As of 19 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2507.12497.

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

pith.paper-citation-record.v1
2507.12497 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:17:19.699499Z

measured 14 of 14 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

14 of 14 outbound references displayed

  • verified exact2
  • verified fuzzy5
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9214912d-8cbf-491e-ba72-2eab0fd21782 · outbound

This paper cites A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification.

Differentially Private Conformal Prediction via Quantile Binary Search A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T17:17:18.809150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:17:18.809150Z digest=sha256:3ec84ed6c408048b670c109e291dc11d3e4458d7793dc29b5174ce94a7a4fcd0

Observation 5fe53e5a-1e5d-466f-a020-34389ca68207 · outbound

This paper cites an unresolved cited work.

Differentially Private Conformal Prediction via Quantile Binary Search Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:17:20.761982Z

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.

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Observation 3e7be02e-19ca-4a00-ad40-ef015d214a20 · outbound

This paper cites Papadopoulos, K.

Differentially Private Conformal Prediction via Quantile Binary Search Papadopoulos, K

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:17:21.687118Z

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.

source=pdf_text observed=2026-08-06T17:17:19.071498Z digest=sha256:4b862183b7aa8543099e0cc369e6c507bff54b32d6b93b9a1fd917477c38e5a8

Observation f78e9665-b6ef-46c2-bc30-1d3e9fa0e348 · outbound

This paper cites Simulation Results With Non-DP Random Forest Model A.1 Effect of ϵCP with non-DP model The parameter settings are as in the non-DP NB model and the model’s accuracy is 81%.

Differentially Private Conformal Prediction via Quantile Binary Search Simulation Results With Non-DP Random Forest Model A.1 Effect of ϵCP with non-DP model The parameter settings are as in the non-DP NB model and the model’s accuracy is 81%

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:17:21.089954Z

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.

source=pdf_text observed=2026-08-06T17:17:19.535794Z digest=sha256:8d23d91245e722b756c516d33f9a80b508c3c9f2ae622cd6655a560152d76930

Observation a760e939-d7ea-4907-bf46-e6972eaac116 · outbound

This paper cites The numbers are metric averages over 1000 runs (per method and privacy budget) and in parentheses is the corresponding variance of the metrics.

Differentially Private Conformal Prediction via Quantile Binary Search The numbers are metric averages over 1000 runs (per method and privacy budget) and in parentheses is the corresponding variance of the metrics

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:17:20.470121Z

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.

source=pdf_text observed=2026-08-06T17:17:19.676592Z digest=sha256:39279837d32775f1c433355c25a250ed92ad6e88e4f1db28bfef419af3286ea5

Observation 7f674ed7-6884-4807-ad2d-7a04c74d99fc · outbound

This paper cites The numbers are metric averages over 1000 runs (per method and α value) and in parentheses is the corresponding variance of the metrics.

Differentially Private Conformal Prediction via Quantile Binary Search The numbers are metric averages over 1000 runs (per method and α value) and in parentheses is the corresponding variance of the metrics

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:17:20.221846Z

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.

source=pdf_text observed=2026-08-06T17:17:19.699499Z digest=sha256:2dc7a4871982c852346a308a9b46b998ba114fc911e6141345035d364a837035

Observation a03fdf48-66bf-4458-9612-40d7a314a80b · outbound

This paper cites Penso, B.

Differentially Private Conformal Prediction via Quantile Binary Search Penso, B

Reference 2002

Resolution
verified exact
raw_fallback, observed 2026-08-06T17:17:19.953385Z

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.

source=pdf_text observed=2026-08-06T17:17:19.130676Z digest=sha256:a612008f6fed74a5d3a8061b3ba2dda46247cfec75313b22cd8829eb579a7f56

Observation a57b7560-f542-4f37-923f-5aee42b32039 · outbound

This paper cites Venn-Abers predictors.

Differentially Private Conformal Prediction via Quantile Binary Search Venn-Abers predictors

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-06T17:17:19.449516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:17:19.449516Z digest=sha256:193f1892e74b5d8ced134ca3c7ae815c77b51d3be48542c6417ee680241ee26c

Observation 8dd82252-cdeb-46eb-8ca5-e0dd4e3a5be0 · outbound

This paper cites Adaptive Conformal Inference Under Distribution Shift.

Differentially Private Conformal Prediction via Quantile Binary Search Adaptive Conformal Inference Under Distribution Shift

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-06T17:17:18.945250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:17:18.945250Z digest=sha256:57ee196cc84bd67db898150b25861fa0267a311b61034f2389fb8cd5c02af646

Observation 777183e1-bcce-4793-9bf0-1b7da2e4945f · outbound

This paper cites Conformal Prediction Under Covariate Shift.

Differentially Private Conformal Prediction via Quantile Binary Search Conformal Prediction Under Covariate Shift

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-06T17:17:19.367800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:17:19.367800Z digest=sha256:4ea82f22f5389d9cec0c2dc15ae39cd779e2416a08bc5334c738ac8d47210d7a

Observation a25e880f-e48f-47e4-ab08-0e39c006c987 · outbound

This paper cites an unresolved cited work.

Differentially Private Conformal Prediction via Quantile Binary Search Unresolved cited work

Reference 2018

Resolution
verified exact
raw_fallback, observed 2026-08-06T17:17:20.081274Z

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.

source=pdf_text observed=2026-08-06T17:17:19.009213Z digest=sha256:5db59b0c70a4c9481eea804994055bf7a2de9ec8822c09b8ebfe05a73604be16

Observation 077f535e-e52b-474f-9bb4-9bbe995c111e · outbound

This paper cites Shokri, M.

Differentially Private Conformal Prediction via Quantile Binary Search Shokri, M

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:17:21.312759Z

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.

source=pdf_text observed=2026-08-06T17:17:19.297030Z digest=sha256:8cb08f196b1dc3e226cd83cc1d8f45f98dbc9aa8475228b171be3587a7398c93

Observation cb1e76e3-5e19-4d61-9a32-8b3dfa390161 · outbound

This paper cites an unresolved cited work.

Differentially Private Conformal Prediction via Quantile Binary Search Unresolved cited work

Reference 2021

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:17:21.961146Z

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.

source=pdf_text observed=2026-08-06T17:17:18.851983Z digest=sha256:66f05137698d230c55c686681a03947d00727d781a2d516086a5147cf58e5c26

Observation 041bfc48-58f9-4e50-9c57-394b434bcb9a · outbound

This paper cites an unresolved cited work.

Differentially Private Conformal Prediction via Quantile Binary Search Unresolved cited work

Reference 2025

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:17:21.443261Z

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.

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Pith citing papers

No inbound Pith citation observations are available.