Paper Citation Record · LEDGER

Lightweight Protocols for Distributed Private Quantile Estimation

As of 10 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2502.02990.

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

pith.paper-citation-record.v1
2502.02990 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T10:31:21.308498Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

40 of 40 outbound references displayed

verified exact6
verified fuzzy10
unresolved23
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 285b4b61-1254-44c5-b009-7c443e2628da · outbound

This paper cites write newline.

Lightweight Protocols for Distributed Private Quantile Estimation write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T10:31:21.150397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84e8cc10-100b-4a21-9775-3e373bf4f100 · outbound

This paper cites Bounded space differentially private quantiles.

Lightweight Protocols for Distributed Private Quantile Estimation Bounded space differentially private quantiles

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:31:22.320252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0bf0c711-8aa3-4cd4-9280-0251fc1b3ca3 · outbound

This paper cites an unresolved cited work.

Lightweight Protocols for Distributed Private Quantile Estimation Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-08-09T10:31:21.428538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1e7a9511-4e38-49b4-996c-b62eba83013a · outbound

This paper cites Private PAC learning implies finite littlestone dimension.

Lightweight Protocols for Distributed Private Quantile Estimation Private PAC learning implies finite littlestone dimension

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T10:31:21.165798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69902c38-97b1-40e8-aa7a-b1b1f5582f38 · outbound

This paper cites an unresolved cited work.

Lightweight Protocols for Distributed Private Quantile Estimation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:31:22.305131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c27f43c5-42ed-4871-99bd-8c99ebe27f07 · outbound

This paper cites Near Instance-Optimality in Differential Privacy.

Lightweight Protocols for Distributed Private Quantile Estimation Near Instance-Optimality in Differential Privacy

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T10:31:21.175277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4b84268-9093-4287-b5d5-92b876874ea4 · outbound

This paper cites and Smith, A.

Lightweight Protocols for Distributed Private Quantile Estimation and Smith, A

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:31:22.291637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 55b09f89-359d-4c55-b173-a01e94b452a0 · outbound

This paper cites Private learning and sanitization: Pure vs.

Lightweight Protocols for Distributed Private Quantile Estimation Private learning and sanitization: Pure vs

Reference 8

Resolution: verified exact; doi, observed 2026-08-09T10:31:21.416243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8cf68659-e720-4c79-866f-caff5f3039b1 · outbound

This paper cites Prochlo: Strong privacy for analytics in the crowd.

Lightweight Protocols for Distributed Private Quantile Estimation Prochlo: Strong privacy for analytics in the crowd

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T10:31:21.189024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5379e4a7-51ad-4bb2-a01b-90d4c3d9e67a · outbound

This paper cites Differentially private release and learning of threshold functions.

Lightweight Protocols for Distributed Private Quantile Estimation Differentially private release and learning of threshold functions

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T10:31:21.193254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73bf368e-7272-4a71-83be-f24556064ba0 · outbound

This paper cites Heavy hitters and the structure of local privacy.

Lightweight Protocols for Distributed Private Quantile Estimation Heavy hitters and the structure of local privacy

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:31:22.279237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ae212ae1-2fc0-4267-82e2-55db233d2c1f · outbound

This paper cites Differential Privacy in the Shuffle Model: A Survey of Separations.

Lightweight Protocols for Distributed Private Quantile Estimation Differential Privacy in the Shuffle Model: A Survey of Separations

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T10:31:21.201950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 072cf3e4-f443-4efe-b9fa-42694e163413 · outbound

This paper cites Distributed Differential Privacy via Shuffling.

Lightweight Protocols for Distributed Private Quantile Estimation Distributed Differential Privacy via Shuffling

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-09T10:31:21.922066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3d00b1e4-383a-4098-b2f2-e545081f6e71 · outbound

This paper cites D., Ullman, J.

Lightweight Protocols for Distributed Private Quantile Estimation D., Ullman, J

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T10:31:21.211341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b56486c2-fbbd-4cba-993c-1d86fccc5eb1 · outbound

This paper cites Privacy at scale: Local differential privacy in practice.

Lightweight Protocols for Distributed Private Quantile Estimation Privacy at scale: Local differential privacy in practice

Reference 15

Resolution: metadata mismatch; raw_fallback, observed 2026-08-09T10:31:21.904984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cf4e6756-c9b8-4d55-bea3-a77ccd1e6e34 · outbound

This paper cites Answering range queries under local differential privacy.

Lightweight Protocols for Distributed Private Quantile Estimation Answering range queries under local differential privacy

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T10:31:21.219919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5c4ed4e-3947-4acf-b0fa-9c942ed4dd4b · outbound

This paper cites Frequency estimation under local differential privacy.

Lightweight Protocols for Distributed Private Quantile Estimation Frequency estimation under local differential privacy

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T10:31:21.224261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97ade1e9-9c0a-45d0-85ab-65d031fb5232 · outbound

This paper cites Learning with privacy at scale., 2017.

Lightweight Protocols for Distributed Private Quantile Estimation Learning with privacy at scale., 2017

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:31:22.266887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4fa49f4a-0968-4d2c-95b5-2515277a1890 · outbound

This paper cites Nonparametric differentially private confidence intervals for the median.

Lightweight Protocols for Distributed Private Quantile Estimation Nonparametric differentially private confidence intervals for the median

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:31:22.254201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7c1df7c5-1a28-43be-9207-032fe3a5ea4e · outbound

This paper cites C., Jordan, M.

Lightweight Protocols for Distributed Private Quantile Estimation C., Jordan, M

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-09T10:31:21.236708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a801b5e1-51c3-42d8-aaa7-36287d531f0c · outbound

This paper cites C., Jordan, M.

Lightweight Protocols for Distributed Private Quantile Estimation C., Jordan, M

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:31:22.242623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e24dcdf8-b143-410b-8d76-3534970d70dd · outbound

This paper cites and Lei, J.

Lightweight Protocols for Distributed Private Quantile Estimation and Lei, J

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-09T10:31:21.244939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 557dca92-ea37-41fc-8046-e42d7ad5185b · outbound

This paper cites Calibrating noise to sensitivity in private data analysis.

Lightweight Protocols for Distributed Private Quantile Estimation Calibrating noise to sensitivity in private data analysis

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T10:31:21.248934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbb65c76-20b6-4ade-912a-253e3bafbc10 · outbound

This paper cites The algorithmic foundations of differential privacy.

Lightweight Protocols for Distributed Private Quantile Estimation The algorithmic foundations of differential privacy

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T10:31:21.252626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86222ccf-e6bb-4ee2-8c56-8b540eb8c80a · outbound

This paper cites an unresolved cited work.

Lightweight Protocols for Distributed Private Quantile Estimation Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-09T10:31:21.256535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96ac255c-d49a-4e22-a09b-e84d8ef12421 · outbound

This paper cites RAPPOR: randomized aggregatable privacy-preserving ordinal response.

Lightweight Protocols for Distributed Private Quantile Estimation RAPPOR: randomized aggregatable privacy-preserving ordinal response

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T10:31:21.260418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c849efc-68a3-4f83-b6e8-6ac2beb62ac8 · outbound

This paper cites Amplification by shuffling: From local to central differential privacy via anonymity.

Lightweight Protocols for Distributed Private Quantile Estimation Amplification by shuffling: From local to central differential privacy via anonymity

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-09T10:31:21.264305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26f45bf2-db30-4aa4-9033-b308bd195bbf · outbound

This paper cites Hoeffding’s inequality for supermartingales.

Lightweight Protocols for Distributed Private Quantile Estimation Hoeffding’s inequality for supermartingales

Reference 28

Resolution: verified exact; doi, observed 2026-08-09T10:31:21.372527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5f4e27b1-5b38-44c4-ae1f-a1287fff78eb · outbound

This paper cites Hiding among the clones: A simple and nearly optimal analysis of privacy amplification by shuffling.

Lightweight Protocols for Distributed Private Quantile Estimation Hiding among the clones: A simple and nearly optimal analysis of privacy amplification by shuffling

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-09T10:31:21.271567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84c5307d-c0b0-460a-8962-8a22e8bf2dcd · outbound

This paper cites Differentially private quantiles.

Lightweight Protocols for Distributed Private Quantile Estimation Differentially private quantiles

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:31:22.198007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7729be02-f243-4237-85cc-d1089077d1c9 · outbound

This paper cites and Price, E.

Lightweight Protocols for Distributed Private Quantile Estimation and Price, E

Reference 31

Resolution: verified exact; doi, observed 2026-08-09T10:31:21.359954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 80b3aa2c-2bac-4fef-9929-93e183bede65 · outbound

This paper cites B., Avent, B., Bellet, A., Bennis, M., Bhagoji, A.

Lightweight Protocols for Distributed Private Quantile Estimation B., Avent, B., Bellet, A., Bennis, M., Bhagoji, A

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-09T10:31:21.281000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b62a8f3-500b-489b-a208-191f045265f3 · outbound

This paper cites Privately learning thresholds: Closing the exponential gap.

Lightweight Protocols for Distributed Private Quantile Estimation Privately learning thresholds: Closing the exponential gap

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:31:22.177911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0e6a5b00-8def-486e-807e-a98e18337019 · outbound

This paper cites an unresolved cited work.

Lightweight Protocols for Distributed Private Quantile Estimation Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:31:22.166276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 706bfee3-6018-4833-8952-e7ea45645bda · outbound

This paper cites Smooth sensitivity and sampling in private data analysis.

Lightweight Protocols for Distributed Private Quantile Estimation Smooth sensitivity and sampling in private data analysis

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-09T10:31:21.290129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c09ef11-ae41-44da-b08f-f30c6b320b4d · outbound

This paper cites Optimal private median estimation under minimal distributional assumptions.

Lightweight Protocols for Distributed Private Quantile Estimation Optimal private median estimation under minimal distributional assumptions

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:31:22.146388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f49542f8-dbbd-47b6-b908-e9beed8ebc5c · outbound

This paper cites an unresolved cited work.

Lightweight Protocols for Distributed Private Quantile Estimation Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-09T10:31:21.296629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9b82087-cb67-4932-b638-a05dc3df3138 · outbound

This paper cites Locally differentially private protocols for frequency estimation.

Lightweight Protocols for Distributed Private Quantile Estimation Locally differentially private protocols for frequency estimation

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:31:22.127439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 667c9f7b-912e-48eb-a9b1-dcbd7e920f49 · outbound

This paper cites an unresolved cited work.

Lightweight Protocols for Distributed Private Quantile Estimation Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:31:22.112260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 34ddfcb9-2a57-4d18-8920-8b130a4f07b0 · outbound

This paper cites J., Zhang, C.

Lightweight Protocols for Distributed Private Quantile Estimation J., Zhang, C

Reference 40

Resolution: verified exact; doi, observed 2026-08-09T10:31:21.346002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.