Paper Citation Record · LEDGER

Private Adaptive Covariance Estimation via Gaussian Graphical Models

As of 17 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2605.24295.

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

pith.paper-citation-record.v1
2605.24295 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T15:21:15.470733Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

34 of 34 outbound references displayed

verified exact8
verified fuzzy22
unresolved1
parse uncertain0
malformed identifier1
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 03106532-2283-4f2f-ba19-3648bb27dadb · outbound

This paper cites Arsenii Ashukha, Alexander Lyzhov, Dmitry Molchanov, and Dmitry Vetrov.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Arsenii Ashukha, Alexander Lyzhov, Dmitry Molchanov, and Dmitry Vetrov

Reference 1

Resolution: metadata mismatch; doi, observed 2026-06-30T15:24:49.192017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1ed23fb5-fe42-4203-80a2-c5b6436c4e23 · outbound

This paper cites Alabi, A.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Alabi, A

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:45:13.095064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 456e9e63-2198-4730-b48b-36e21be4d8cb · outbound

This paper cites Differentially private query release through adaptive projection.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Differentially private query release through adaptive projection

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:45:13.089687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9d0e9ca6-2aab-4241-aacf-9df854d622cc · outbound

This paper cites Becker, R.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Becker, R

Reference 4

Resolution: verified exact; doi, observed 2026-06-30T15:24:49.193757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6d87d254-1a43-401a-a759-5717de985154 · outbound

This paper cites Coinpress: Practical private mean and covariance estimation.Advances in Neural Information Processing Systems, 33: 14475–14485, 2020.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Coinpress: Practical private mean and covariance estimation.Advances in Neural Information Processing Systems, 33: 14475–14485, 2020

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:45:13.091550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 57530335-df7a-407e-bd78-164c5def42d8 · outbound

This paper cites Cambridge university press.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Cambridge university press

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:45:13.096669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 293d8a97-c555-4ec9-811b-4aaf6376ad7c · outbound

This paper cites Concentrated differential privacy: Simplifications, extensions, and lower bounds.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Concentrated differential privacy: Simplifications, extensions, and lower bounds

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:45:13.086221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a8aa598d-0746-4b93-a55c-a08c1938854f · outbound

This paper cites A nonlinear programming algorithm for solving semidefinite programs via low-rank factorization.Mathematical programming, 95(2):329–357.

Private Adaptive Covariance Estimation via Gaussian Graphical Models A nonlinear programming algorithm for solving semidefinite programs via low-rank factorization.Mathematical programming, 95(2):329–357

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:45:13.084258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation af72f293-4c1f-437d-9823-9af5b6480a1d · outbound

This paper cites Data synthesis via differentially private markov random fields.Proceedings of the VLDB Endowment, 14(11):2190–2202, 2021.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Data synthesis via differentially private markov random fields.Proceedings of the VLDB Endowment, 14(11):2190–2202, 2021

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:45:13.080882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 58870d38-209d-4c90-80a9-3bc791ba5440 · outbound

This paper cites Wiley-Interscience, New York, 1991.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Wiley-Interscience, New York, 1991

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:45:13.082477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1ad5672b-27ab-4e18-8b33-a94ca986d6a1 · outbound

This paper cites Covariance selection for nonchordal graphs via chordal embedding.Optimization Methods and Software, 23(4):501–520, 2008.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Covariance selection for nonchordal graphs via chordal embedding.Optimization Methods and Software, 23(4):501–520, 2008

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:45:13.087998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 27548776-5da9-4290-90b4-e05ab2a08abb · outbound

This paper cites Covariance selection.Biometrics, pages 157–175.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Covariance selection.Biometrics, pages 157–175

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:45:13.098275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f256b396-56f7-466f-8a69-33301e4d01e3 · outbound

This paper cites Differentially private covariance revisited.Advances in Neural Information Processing Systems, 35:850–861, 2022.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Differentially private covariance revisited.Advances in Neural Information Processing Systems, 35:850–861, 2022

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:45:13.073717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 896cd354-2975-4fec-9582-fd07b02c576c · outbound

This paper cites Analyze gauss: optimal bounds for privacy-preserving principal component analysis.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Analyze gauss: optimal bounds for privacy-preserving principal component analysis

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:45:13.075610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9e3a5bdc-f4ec-44a9-a331-223d08ccc564 · outbound

This paper cites Fast private adaptive query answering for large data domains.arXiv preprint arXiv:2602.05674, 2026.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Fast private adaptive query answering for large data domains.arXiv preprint arXiv:2602.05674, 2026

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-06-30T15:24:49.942863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 780376c7-6a7c-4f84-bce2-9f5ac201effd · outbound

This paper cites Low-rank optimization on the cone of positive semidefinite matrices.SIAM Journal on Optimization, 20(5):2327–2351, 2010.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Low-rank optimization on the cone of positive semidefinite matrices.SIAM Journal on Optimization, 20(5):2327–2351, 2010

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:45:13.068407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e552fea0-d018-46ae-844d-b36b0dda77e0 · outbound

This paper cites Privately learning high- dimensional distributions.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Privately learning high- dimensional distributions

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:45:13.070100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 78a42f5f-17a1-4193-a217-72d4f817835c · outbound

This paper cites Clarendon Press.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Clarendon Press

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:45:13.064596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 68305f82-021a-4ad1-9ead-d68f13c5bad4 · outbound

This paper cites Differentially private linear regression with linked data.Harvard Data Science Review, 6(3), 2024.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Differentially private linear regression with linked data.Harvard Data Science Review, 6(3), 2024

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:45:13.066525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3997ad2a-be5b-46af-99a0-a354be45cde6 · outbound

This paper cites Iterative methods for private synthetic data: Unifying framework and new methods.Advances in Neural Information Processing Systems, 34:690–702, 2021.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Iterative methods for private synthetic data: Unifying framework and new methods.Advances in Neural Information Processing Systems, 34:690–702, 2021

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:45:13.071888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 866efb89-d411-4508-b9fb-3b453760d1f5 · outbound

This paper cites HDMM: Optimizing error of high-dimensional statistical queries under differential privacy.

Private Adaptive Covariance Estimation via Gaussian Graphical Models HDMM: Optimizing error of high-dimensional statistical queries under differential privacy

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-06-30T15:24:49.945578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 20b1cbe1-a835-419c-97e6-f806cc59102d · outbound

This paper cites AIM: An Adaptive and Iterative Mechanism for Differentially Private Synthetic Data.

Private Adaptive Covariance Estimation via Gaussian Graphical Models AIM: An Adaptive and Iterative Mechanism for Differentially Private Synthetic Data

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-06-30T15:24:49.948671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 026c4d9e-1ee3-4c11-bc74-367b7cc90b4f · outbound

This paper cites Mechanism design via differential privacy.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Mechanism design via differential privacy

Reference 23

Resolution: verified exact; doi, observed 2026-06-30T15:24:49.190227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 13a7da16-4df2-4433-9530-f36ea60da0f0 · outbound

This paper cites Life expectancy (who).

Private Adaptive Covariance Estimation via Gaussian Graphical Models Life expectancy (who)

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:45:13.077320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 86f50d69-7674-4696-8a22-6c5c28fdec94 · outbound

This paper cites Ingo Steinwart.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Ingo Steinwart

Reference 25

Resolution: metadata mismatch; doi, observed 2026-06-30T15:24:49.188402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 94cc5794-0e5d-497e-a7e9-027a49f7dcc7 · outbound

This paper cites Differentially private ordinary least squares.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Differentially private ordinary least squares

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:45:13.078969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 36abb99e-b3f2-4586-81d9-9678a64efbe8 · outbound

This paper cites Decomposition methods for sparse matrix nearness problems.SIAM Journal on Matrix Analysis and Applications, 36(4):1691–1717, 2015.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Decomposition methods for sparse matrix nearness problems.SIAM Journal on Matrix Analysis and Applications, 36(4):1691–1717, 2015

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:45:13.093296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e447373e-66a6-43cc-927e-6e4bf0b79109 · outbound

This paper cites Differentially private high dimensional sparse covariance matrix estimation.Theoretical Computer Science, 865:119–130, 2021.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Differentially private high dimensional sparse covariance matrix estimation.Theoretical Computer Science, 865:119–130, 2021

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:45:13.100001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4b5fc664-c9b5-426f-b3ea-2f5e91556cb4 · outbound

This paper cites Revisiting differentially private linear regression: optimal and adaptive prediction & estimation in unbounded domain.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Revisiting differentially private linear regression: optimal and adaptive prediction & estimation in unbounded domain

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-06-30T15:24:49.940465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7af52438-2a70-412d-82c4-6a33ba3aca78 · outbound

This paper cites Fully-adaptive composition in differential privacy.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Fully-adaptive composition in differential privacy

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:45:13.101821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 20f08fe4-1e79-49e8-8217-1cce38b054ca · outbound

This paper cites an unresolved cited work.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-07-08T17:45:13.103741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6ce19f97-42dc-42d5-bce0-d259c2b2b282 · outbound

This paper cites arXiv preprint arXiv:2407.00956 , year=.

Private Adaptive Covariance Estimation via Gaussian Graphical Models arXiv preprint arXiv:2407.00956 , year=

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-06-30T15:24:49.938102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cf6a345a-e4aa-49e0-8ba5-b757c2076c60 · outbound

This paper cites Turbulent Magnetic Dynamos with Halo Lags, Winds, and Jets.

Private Adaptive Covariance Estimation via Gaussian Graphical Models Turbulent Magnetic Dynamos with Halo Lags, Winds, and Jets

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-06-30T15:24:49.934835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 619422c0-0982-44f2-9847-8ec9c1d9f9a2 · outbound

This paper cites PSD-completable.

Private Adaptive Covariance Estimation via Gaussian Graphical Models PSD-completable

Reference 34

Resolution: malformed identifier; raw_fallback, observed 2026-07-08T17:45:13.105529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

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