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Paper Citation Record · LEDGER

Accuracy-First R\'enyi Differential Privacy and Post-Processing Immunity

As of 19 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2509.22213.

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

pith.paper-citation-record.v1
2509.22213 v2

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:53:36.194695Z

measured 19 of 19 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

19 of 19 outbound references displayed

  • verified exact1
  • verified fuzzy11
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c1bc7553-f8eb-4524-b7fa-9bd11955cfb3 · outbound

This paper cites Goodfellow, H.

Accuracy-First R\'enyi Differential Privacy and Post-Processing Immunity Goodfellow, H

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:53:36.958467Z

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=2026-08-15T15:53:36.002201Z digest=sha256:c460f1ab7eb29ffbe0f28e49b6a2bd9ff92594ec12980f0fbd51ebd83942648e

Observation e1d80d13-2085-4850-ab48-2919f24f0b3a · outbound

This paper cites for the interaction described in Algorithm 2.

Accuracy-First R\'enyi Differential Privacy and Post-Processing Immunity for the interaction described in Algorithm 2

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-15T15:53:36.676748Z

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=2026-08-15T15:53:36.156447Z digest=sha256:333a1a1dd20804abd2a2017af48634524d4f2aa3ef8c789be2be4f259551ec12

Observation 2f1eefa2-4b88-4fd9-905f-9b891fb1f8f6 · outbound

This paper cites Private Hyperparameter Tuning with Ex-Post Guarantee.

Accuracy-First R\'enyi Differential Privacy and Post-Processing Immunity Private Hyperparameter Tuning with Ex-Post Guarantee

Reference 3

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T15:53:36.295417Z

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=2026-08-15T15:53:36.012181Z digest=sha256:296a6dd9705419dd07976f237aa1c6df04d7953cc60c5a9e1fc75626de3af397

Observation e1022c6f-3cbb-4b39-9ab7-10a8756ea917 · outbound

This paper cites Benchmarking Differentially Private Synthetic Data Generation Algorithms.

Accuracy-First R\'enyi Differential Privacy and Post-Processing Immunity Benchmarking Differentially Private Synthetic Data Generation Algorithms

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T15:53:36.036472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:53:36.036472Z digest=sha256:f843fb6bc67af080d872fda41f74eba59e24610deedb498c24d8cc9496b28380

Observation 0dcfbb0c-6297-439b-9bb4-d01ded8d5f7c · outbound

This paper cites 24 Table 3: Conversion of ex-post RDP ϵ values used for synthetic data generation to approximate ex-post privacyϵwithδ= 10 −5 using the formula of Ghazi et al.

Accuracy-First R\'enyi Differential Privacy and Post-Processing Immunity 24 Table 3: Conversion of ex-post RDP ϵ values used for synthetic data generation to approximate ex-post privacyϵwithδ= 10 −5 using the formula of Ghazi et al

Reference 10

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verified fuzzy
raw_fallback, observed 2026-08-15T15:53:36.523811Z

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=2026-08-15T15:53:36.190293Z digest=sha256:a3e1c217eded6d7fa29cad27cad5b7de204430d6db66caf7afe343252d1b230f

Observation b73c3b7b-9101-453b-9e03-f5f548e977b0 · outbound

This paper cites Theorem A.1.Let COMPδg be a valid privacy odometer in the sense of Rogers et al.

Accuracy-First R\'enyi Differential Privacy and Post-Processing Immunity Theorem A.1.Let COMPδg be a valid privacy odometer in the sense of Rogers et al

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:53:36.614182Z

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=2026-08-15T15:53:36.161548Z digest=sha256:c94556825d41e1fa2649502957275e14dc18b51417e54aee955e2655f68b6009

Observation e32feda2-f02a-4a3c-bde6-290661148d69 · outbound

This paper cites an unresolved cited work.

Accuracy-First R\'enyi Differential Privacy and Post-Processing Immunity Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:53:36.600047Z

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=2026-08-15T15:53:36.166470Z digest=sha256:31063b62ef8923bc64138b4aff45c74c571751ab8cf3ff19259c20ee634d3d24

Observation 7f5d4a12-9c2f-4234-9cd3-f9b5e1fb0bba · outbound

This paper cites β pϵ(ϵ|ϵ1:t) pϵ(ϵ|ϵ1:t) KY i=1 pE(Xϵ)(ϵi|y1:i−1,ϵ 1:i−1)pMi(Xy)(yi|ϵi,y 1:i−1) pE(X′ϵ)(ϵi|y1:i−1,ϵ 1:i−1)pMi(X′y)(yi|ϵi,y 1:i−1) !α# =E y1:K,ϵ1:K,ϵ.

Accuracy-First R\'enyi Differential Privacy and Post-Processing Immunity β pϵ(ϵ|ϵ1:t) pϵ(ϵ|ϵ1:t) KY i=1 pE(Xϵ)(ϵi|y1:i−1,ϵ 1:i−1)pMi(Xy)(yi|ϵi,y 1:i−1) pE(X′ϵ)(ϵi|y1:i−1,ϵ 1:i−1)pMi(X′y)(yi|ϵi,y 1:i−1) !α# =E y1:K,ϵ1:K,ϵ

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-15T15:53:36.567861Z

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=2026-08-15T15:53:36.176153Z digest=sha256:dfed6651174cd43f501e6cc88f1546ef9abea62963b920345f90325744e15426

Observation e4966042-9b65-4450-a5f1-c707d990d220 · outbound

This paper cites Denote the ˆs1:K outputs from Algorithm 2 as ˆsseq 1:K and the outputs from Algorithm 3 as ˆsbro 1:K.

Accuracy-First R\'enyi Differential Privacy and Post-Processing Immunity Denote the ˆs1:K outputs from Algorithm 2 as ˆsseq 1:K and the outputs from Algorithm 3 as ˆsbro 1:K

Reference 16

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verified fuzzy
raw_fallback, observed 2026-08-15T15:53:36.553119Z

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=2026-08-15T15:53:36.180968Z digest=sha256:b1929a11c215be46d5c8ccca5511f9163491ea2188bf96c2461142b88cd274b1

Observation 36b7706b-5194-4158-9550-7d51deda0f40 · outbound

This paper cites fnlwgt” and “educational-num.

Accuracy-First R\'enyi Differential Privacy and Post-Processing Immunity fnlwgt” and “educational-num

Reference 19

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verified fuzzy
raw_fallback, observed 2026-08-15T15:53:36.507148Z

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=2026-08-15T15:53:36.194695Z digest=sha256:6dc448bff5a436de848da246837dd27e3b9dbabf7188c4c9c0a866711444053b

Observation 1a44e5eb-03f8-4290-81b0-de88f7ff449c · outbound

This paper cites Since we know this mechanism is not ex-ante DP with a finiteϵ (unlessδ≥ 1 2), the value returned by the odometer cannot be an ex-ante DP guarantee.

Accuracy-First R\'enyi Differential Privacy and Post-Processing Immunity Since we know this mechanism is not ex-ante DP with a finiteϵ (unlessδ≥ 1 2), the value returned by the odometer cannot be an ex-ante DP guarantee

Reference 2016

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:53:36.816761Z

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=2026-08-15T15:53:36.151621Z digest=sha256:d0fbd96384cc0559f7e1786e063e66f631da91cca2e0db294ca1e4ecde05f91c

Observation 3d01d21d-7bee-4b56-a840-07b7435ae8a1 · outbound

This paper cites Ilya Mironov.

Accuracy-First R\'enyi Differential Privacy and Post-Processing Immunity Ilya Mironov

Reference 2018

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verified fuzzy
raw_fallback, observed 2026-08-15T15:53:36.943020Z

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=2026-08-15T15:53:36.022431Z digest=sha256:8ecc3cdfc9025a362499ba42a4f2afb8ba6a54b482e29f195af8164ecb3a2fd8

Observation ce3f8a95-5f83-4b82-8855-0838b6926a88 · outbound

This paper cites an unresolved cited work.

Accuracy-First R\'enyi Differential Privacy and Post-Processing Immunity Unresolved cited work

Reference 2019

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unresolved
raw_fallback, observed 2026-08-15T15:53:36.538360Z

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=2026-08-15T15:53:36.185071Z digest=sha256:6cea97227fea5aaa3df99b2628dbcd2671edb8c22824279a4f1ffe9c1c88b2a6

Observation d8dfe653-3bf5-4106-a465-94c40f077d68 · outbound

This paper cites an unresolved cited work.

Accuracy-First R\'enyi Differential Privacy and Post-Processing Immunity Unresolved cited work

Reference 2020

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:53:36.912264Z

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=2026-08-15T15:53:36.101932Z digest=sha256:5196de05b22513c942295af2ec98abe1927aad5aeb81d5c3dedf70e41255816a

Observation d2b1b390-3356-4394-9c42-552efb4e79f7 · outbound

This paper cites Practical Privacy Filters and Odometers with R\'enyi Differential Privacy and Applications to Differentially Private Deep Learning.

Accuracy-First R\'enyi Differential Privacy and Post-Processing Immunity Practical Privacy Filters and Odometers with R\'enyi Differential Privacy and Applications to Differentially Private Deep Learning

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-15T15:53:36.017016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:53:36.017016Z digest=sha256:263ac0275a1250ed5de8995a9a670a097732260e7e7a2b37ed590ec9e252acf1

Observation 9b4ddeea-324e-4f1a-9e81-44dee9803687 · outbound

This paper cites Rpost(X,X′) Rprior(X,X′) α−1# ≤e (α−1)ϵ.(19) We can rearrange (19) to lnE y∼M(X).

Accuracy-First R\'enyi Differential Privacy and Post-Processing Immunity Rpost(X,X′) Rprior(X,X′) α−1# ≤e (α−1)ϵ.(19) We can rearrange (19) to lnE y∼M(X)

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:53:36.584576Z

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=2026-08-15T15:53:36.171235Z digest=sha256:c9e748511251233eb3299e5287bc530f5cfc2cd2941ed19e1cb5561c688c3553

Observation 9c8b71be-50bd-4926-89ed-603361d32902 · outbound

This paper cites Rogers, Salil P.

Accuracy-First R\'enyi Differential Privacy and Post-Processing Immunity Rogers, Salil P

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:53:36.927329Z

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=2026-08-15T15:53:36.026529Z digest=sha256:a443005aad22a4d836695b6f456b4cbed06d855b6e0c6eb71ed88da3c7a36182

Observation 8d45e7f5-502e-4e9d-9e44-439395d67e21 · outbound

This paper cites Are Data Experts Buying into Differentially Private Synthetic Data? Gathering Community Perspectives.

Accuracy-First R\'enyi Differential Privacy and Post-Processing Immunity Are Data Experts Buying into Differentially Private Synthetic Data? Gathering Community Perspectives

Reference 2024

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verified exact
local_arxiv, observed 2026-08-15T15:53:36.256650Z

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=2026-08-15T15:53:36.031263Z digest=sha256:c79d69213eaf859b5dab975d16413e5b346063b22f58ef71eb8f1833f96945a8

Observation 68ce3a38-7934-464a-85e2-551a353c2b7d · outbound

This paper cites Christian Covington, Xi He, James Honaker, and Gautam Kamath.

Accuracy-First R\'enyi Differential Privacy and Post-Processing Immunity Christian Covington, Xi He, James Honaker, and Gautam Kamath

Reference 2025

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unresolved
no resolver link, observed 2026-08-15T15:53:36.007657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:53:36.007657Z digest=sha256:5655fbfd472dba19731d1859650a1b9f0094ca5ce9daa33583e8b6afb9ddfdb9

Pith citing papers

No inbound Pith citation observations are available.