Pith. sign in

Paper Citation Record · LEDGER

Differentially Private Conformal Prediction via Quantile Binary Search

As of 10 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 2026-08-10T06:31:04.303077+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:d002382441c7208a22d76a05ee0dc4faf75fc6b6bd593413fa9ba4e4a5db96e1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:17:19.631532Z digest=sha256:8df2e27a97aa70a1f79c8d848b0cae5df0d0abdfbeb0ececcf44c72074acd20d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:17:19.071498Z digest=sha256:a9131901a799c2233ca0f83df44f6e9032beb37ece988919f928cc8eac112af2

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:17:19.535794Z digest=sha256:e3d6bd5e61607ac9ee131593ef7576b08f3544169af83a4790856f17b57c6ab5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:17:19.676592Z digest=sha256:10e9f527881d61e276f42a0e084cc4c3b6b14010baed05b087587aea15d2b8b4

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:17:19.699499Z digest=sha256:dcb4b5f6aaf028935b1201bdc1f4a5933d6e46e9bc47030df061c3050c277f04

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:17:19.130676Z digest=sha256:8a74dce964afdc1c7f47171f53a63fdf1c577ae416639887854b46c87dfc6ff3

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:ce344452bdda15a3aba93b3f5836e82c99911cb4bfa0ade2969efe90bce2d56c

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=sha256:436eb2d1c769f5de2127a16a11b2d93af7149f6927dbc90b9b3c07e411f9b93a

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:be8c2e6ff4076aa3a36bb71b75e89873d3ae62762cd0ad34cdf7b8ec3fd3d7a6

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:17:19.009213Z digest=sha256:515681f71b9ad1cb556314b9293de67f70614f57e8e13df42d297e41142dcdc0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:17:19.297030Z digest=sha256:bcf11171b6bea27d4c756cd247faf80fed58c3fbcc0b0848f6ba726d2270409e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:17:18.851983Z digest=sha256:d82774a16cecc3476970d2823bfbc2fab35dbf0bf31e33fdee347e4403f18d16

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:17:19.199553Z digest=sha256:52a7d9a5d653a17560fd25318bc1d29738d8615df957b8d43a39e2d1176b3ab2

Pith citing papers

No inbound Pith citation observations are available.