Pith. sign in

Paper Citation Record · LEDGER

Differentially Private Conformal Prediction via Quantile Binary Search

As of 7 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 2026-08-07T06:34:17.273281+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=sha256:5af9feba8939ae073cffb6bdb8120d1e1dbb1ee75652c1c4dea073c21e006951

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:17:19.631532Z digest=sha256:9b76e0c36c81cf7cc18f3de37cbda8bcfb36e7f2cfaa111bfe891180f795eb78

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:17:19.071498Z digest=sha256:cb66ca51a6ab62c3a0b3ac1f974343372c487481259971d9ddcc8f81a11a3d13

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:17:19.535794Z digest=sha256:55e1638c0348bce24c680c05875d93970e29a63a96bb905a7293a879ea536fe6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:17:19.676592Z digest=sha256:9d773ace19ed54ca688b84911d5ee28e5212a4145924790045d0bc9f4f34a261

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:17:19.699499Z digest=sha256:f2081735c0fb95c37569208833b371d03e6bcf0168912d2cac7d6a7b92bf7e50

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:17:19.130676Z digest=sha256:a6916ee19bf3d6ed0364a613a3d36073bf36784f1bc96b1ea42ea58225cb960c

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=sha256:50ac60f0a4e792e45a17d0698e2c967a869fad8d5c916d27e6170942bc91844d

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=sha256:620cadb90ff7ed6f391db68de2c1b2dc4ff79402fcef65091f3d59acc76d9ab3

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:bbbf71dfb192ff24f42b36e8cc73fb849a56d6e3131a8bc8ad3eb3b2c649db97

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:17:19.009213Z digest=sha256:7fe74f92e7e47a524ea9d6fed6a9a50573864c339d9ff541331b832e1b1a5cbb

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:17:19.297030Z digest=sha256:1b0576553eba6cca14361fa596fd9b5388394bbd145fc941cefc579844aff3ac

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:17:18.851983Z digest=sha256:816de2db1bbd579928a3116b6a812f0899cd681cdbc87abea8a9a2c791f424ab

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:17:19.199553Z digest=sha256:bdae6cb1db3bcdd56deadefbbf2cc73410ac3aeec6b21c63688c79859137c8f4

Pith citing papers

No inbound Pith citation observations are available.