Paper Citation Record · LEDGER

Linear-Time User-Level DP-SCO via Robust Statistics

As of 11 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2502.08889.

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

pith.paper-citation-record.v1
2502.08889 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:32:14.132646Z

measured 35 of 35 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

35 of 35 outbound references displayed

verified exact1
verified fuzzy30
unresolved4
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 24c25b6e-cb9a-4751-83bb-1899f53ac5a6 · outbound

This paper cites Private stochastic convex optimization: Optimal rates in l1 geometry.

Linear-Time User-Level DP-SCO via Robust Statistics Private stochastic convex optimization: Optimal rates in l1 geometry

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.730391Z

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.

Observation b9ec761c-f1b6-41e8-8c4c-e8e7ad7eb7c5 · outbound

This paper cites User-level differentially private stochastic convex optimization: Efficient algorithms with optimal rates.

Linear-Time User-Level DP-SCO via Robust Statistics User-level differentially private stochastic convex optimization: Efficient algorithms with optimal rates

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.714107Z

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.

Observation 4b663058-1031-4a6c-be7c-2ac7fd45cc67 · outbound

This paper cites Private Stochastic Convex Optimization with Heavy Tails: Near-Optimality from Simple Reductions.

Linear-Time User-Level DP-SCO via Robust Statistics Private Stochastic Convex Optimization with Heavy Tails: Near-Optimality from Simple Reductions

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-07T23:32:14.245977Z

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.

Observation 27054927-cde9-4e0b-92ea-7658edfa0738 · outbound

This paper cites From robustness to privacy and back.

Linear-Time User-Level DP-SCO via Robust Statistics From robustness to privacy and back

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.697913Z

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.

Observation 60965546-da1d-490f-af10-4bc5b2b474ca · outbound

This paper cites Information-theoretic lower bounds on the oracle complexity of convex optimization.

Linear-Time User-Level DP-SCO via Robust Statistics Information-theoretic lower bounds on the oracle complexity of convex optimization

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.681752Z

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.

Observation 5cfaff41-dfaf-45d9-b0f4-93e32f02e739 · outbound

This paper cites Stability of Stochastic Gradient Descent on Nonsmooth Convex Losses.

Linear-Time User-Level DP-SCO via Robust Statistics Stability of Stochastic Gradient Descent on Nonsmooth Convex Losses

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T23:32:13.988581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbca089b-0444-4b6c-9f7c-3df5ccd0bfb7 · outbound

This paper cites Private stochastic convex optimization with optimal rates.

Linear-Time User-Level DP-SCO via Robust Statistics Private stochastic convex optimization with optimal rates

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.665288Z

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.

Observation 2981c22d-29cf-4913-b757-7ffbc0b73c39 · outbound

This paper cites Non-euclidean differentially private stochastic convex optimization.

Linear-Time User-Level DP-SCO via Robust Statistics Non-euclidean differentially private stochastic convex optimization

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.649417Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2c10ed38-3f65-4e93-bc65-0e3a03c67ad5 · outbound

This paper cites Practical gauss-newton optimisation for deep learning.

Linear-Time User-Level DP-SCO via Robust Statistics Practical gauss-newton optimisation for deep learning

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.633826Z

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.

Observation 022ef1f0-82b9-4622-b2c0-1f91087d4263 · outbound

This paper cites User-level private stochastic convex optimization with optimal rates.

Linear-Time User-Level DP-SCO via Robust Statistics User-level private stochastic convex optimization with optimal rates

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.617238Z

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.

Observation 329b9531-f48e-4d46-8f04-94ab79e777a4 · outbound

This paper cites Private empirical risk minimization: Efficient algorithms and tight error bounds.

Linear-Time User-Level DP-SCO via Robust Statistics Private empirical risk minimization: Efficient algorithms and tight error bounds

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.601313Z

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.

Observation e7061bcf-4948-48d4-8b8a-aa55dea387a4 · outbound

This paper cites Convex optimization: Algorithms and complexity.

Linear-Time User-Level DP-SCO via Robust Statistics Convex optimization: Algorithms and complexity

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.585928Z

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.

Observation ba4d6bb2-13a6-4014-8e16-91e86cc1f404 · outbound

This paper cites Optimal rates for o (1)-smooth dp-sco with a single epoch and large batches.

Linear-Time User-Level DP-SCO via Robust Statistics Optimal rates for o (1)-smooth dp-sco with a single epoch and large batches

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.570608Z

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.

Observation f7a03e5c-947a-4914-8ef5-ae61a6f533f8 · outbound

This paper cites Extracting training data from large language models.

Linear-Time User-Level DP-SCO via Robust Statistics Extracting training data from large language models

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.554528Z

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.

Observation c07890ce-ceed-4e50-948e-df0cfabdd803 · outbound

This paper cites Towards Quantifying the Preconditioning Effect of Adam.

Linear-Time User-Level DP-SCO via Robust Statistics Towards Quantifying the Preconditioning Effect of Adam

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T23:32:14.035214Z

Source-reported events for the cited work

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Observation bd99c2d6-1e4c-4dfa-90a1-3ce1eb0cd644 · outbound

This paper cites The projection median of a set of points.

Linear-Time User-Level DP-SCO via Robust Statistics The projection median of a set of points

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.538265Z

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.

Observation 95ccfebb-5ca5-43ec-b00c-89ee0b8e964f · outbound

This paper cites Differential privacy and robust statistics.

Linear-Time User-Level DP-SCO via Robust Statistics Differential privacy and robust statistics

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.521319Z

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.

Observation a4bdb948-a773-4ce7-8e6c-d6c1ea48c053 · outbound

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

Linear-Time User-Level DP-SCO via Robust Statistics Calibrating noise to sensitivity in private data analysis

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.505368Z

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.

Observation 7aac0ea0-1dc5-4249-a58d-7761369f3370 · outbound

This paper cites The algorithmic foundations of differential privacy.

Linear-Time User-Level DP-SCO via Robust Statistics The algorithmic foundations of differential privacy

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.489458Z

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.

Observation 919df5c7-6bbe-4cae-be7b-a340a51a81be · outbound

This paper cites Private stochastic convex optimization: optimal rates in linear time.

Linear-Time User-Level DP-SCO via Robust Statistics Private stochastic convex optimization: optimal rates in linear time

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.474336Z

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.

Observation be60ecd6-a37c-44c0-bde0-a581ccbda534 · outbound

This paper cites On User-Level Private Convex Optimization.

Linear-Time User-Level DP-SCO via Robust Statistics On User-Level Private Convex Optimization

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T23:32:14.063997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db451345-3bd6-4f25-9db1-5e6b1c44d02f · outbound

This paper cites Private convex optimization via exponential mechanism.

Linear-Time User-Level DP-SCO via Robust Statistics Private convex optimization via exponential mechanism

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.458104Z

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.

Observation 4e78d2b6-b12d-47d4-9753-31ad6b599935 · outbound

This paper cites A Short Note on Concentration Inequalities for Random Vectors with SubGaussian Norm.

Linear-Time User-Level DP-SCO via Robust Statistics A Short Note on Concentration Inequalities for Random Vectors with SubGaussian Norm

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T23:32:14.073211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9427d7b0-172f-4dad-9acc-91f247a09b4a · outbound

This paper cites Privately learning high-dimensional distributions.

Linear-Time User-Level DP-SCO via Robust Statistics Privately learning high-dimensional distributions

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.442688Z

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.

Observation ee2eee6f-9f59-4f2e-b2c4-002866f2f25a · outbound

This paper cites Differential privacy and robust statistics in high dimensions.

Linear-Time User-Level DP-SCO via Robust Statistics Differential privacy and robust statistics in high dimensions

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.426800Z

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.

Observation abc97b26-2679-430e-92b6-4a420ac82853 · outbound

This paper cites Faster algorithms for user-level private stochastic convex optimization.

Linear-Time User-Level DP-SCO via Robust Statistics Faster algorithms for user-level private stochastic convex optimization

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.410761Z

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.

Observation a0405b5a-ed92-42af-b3ff-c9a53ed7c532 · outbound

This paper cites Learning with user-level privacy.

Linear-Time User-Level DP-SCO via Robust Statistics Learning with user-level privacy

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.394917Z

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.

Observation 7c0361e8-dc2c-4170-88d3-6999d3432fdb · outbound

This paper cites Analyzing leakage of personally identifiable information in language models.

Linear-Time User-Level DP-SCO via Robust Statistics Analyzing leakage of personally identifiable information in language models

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.380034Z

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.

Observation 4c8591e0-8e59-43fb-9ec1-3fa1bb3459ad · outbound

This paper cites On the linearity of large non-linear models: when and why the tangent kernel is constant.

Linear-Time User-Level DP-SCO via Robust Statistics On the linearity of large non-linear models: when and why the tangent kernel is constant

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.364512Z

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.

Observation 1624a7c1-3396-47d3-bca3-80e7fbf8cdc2 · outbound

This paper cites Optimizing neural networks with kronecker-factored approximate curvature.

Linear-Time User-Level DP-SCO via Robust Statistics Optimizing neural networks with kronecker-factored approximate curvature

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.349287Z

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.

Observation abf0c5e4-a899-4763-9279-951999307a81 · outbound

This paper cites Faster rates of private stochastic convex optimization.

Linear-Time User-Level DP-SCO via Robust Statistics Faster rates of private stochastic convex optimization

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.331228Z

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.

Observation e44de061-e8be-4b22-a812-d3c14fc4e710 · outbound

This paper cites Perturbed m-estimation: A further investigation of robust statistics for differential privacy.

Linear-Time User-Level DP-SCO via Robust Statistics Perturbed m-estimation: A further investigation of robust statistics for differential privacy

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.314512Z

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.

Observation c60bde61-ac18-4f5e-9ffe-244e66497345 · outbound

This paper cites Convergence rates of stochastic gradient descent under infinite noise variance.

Linear-Time User-Level DP-SCO via Robust Statistics Convergence rates of stochastic gradient descent under infinite noise variance

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.298101Z

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.

Observation fbd30e1b-4a57-4b5e-8570-b9b981c2b0f3 · outbound

This paper cites Advances in private training for production on-device language models.

Linear-Time User-Level DP-SCO via Robust Statistics Advances in private training for production on-device language models

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.280696Z

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.

Observation 7ec3190a-f22f-4fdc-9564-85c34aa4a5b7 · outbound

This paper cites Differentially private online-to-batch for smooth losses.

Linear-Time User-Level DP-SCO via Robust Statistics Differentially private online-to-batch for smooth losses

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:32:14.263912Z

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.

Pith citing papers

No inbound Pith citation observations are available.