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Paper Citation Record · LEDGER

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates

As of 16 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 1 inbound Pith citation observation for arXiv:1908.04468.

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

pith.paper-citation-record.v1
1908.04468 v2

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T13:52:58.108069Z

measured 27 of 27 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T10:42:00.644828Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-14T10:42:00.848745Z

Reference resolution

26 of 26 outbound references displayed

  • verified exact0
  • verified fuzzy11
  • unresolved15
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e0fd18a7-71df-41cc-ad6f-d23ea58b2d9e · outbound

This paper cites an unresolved cited work.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:52:58.505193Z

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.

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Observation 5ddbfb92-586b-4e79-9a3e-8f9a51c031b0 · outbound

This paper cites Algorithm A.1: Distance estimation— DistEst.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates Algorithm A.1: Distance estimation— DistEst

Reference 4

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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.

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Observation d76777e9-7a76-4f05-a301-738644762149 · outbound

This paper cites 1θ for at least 0.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates 1θ for at least 0

Reference 5

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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.

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Observation d014df8e-c5e2-4389-bb0b-937c3928f2ca · outbound

This paper cites an unresolved cited work.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates Unresolved cited work

Reference 6

Resolution
unresolved
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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.

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Observation 62b51394-24a0-48a1-aa1f-6b700fb4d32b · outbound

This paper cites an unresolved cited work.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates Unresolved cited work

Reference 7

Resolution
unresolved
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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.

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Observation 53a8c94d-0c9a-4773-b74f-e6b4a3a889d2 · outbound

This paper cites an unresolved cited work.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:52:58.519822Z

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.

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Observation 05a727a9-b887-494e-8ad1-4933bca18a29 · outbound

This paper cites an unresolved cited work.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates Unresolved cited work

Reference 9

Resolution
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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.

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Observation 9f2a6453-8ccf-41df-8063-942316443e4b · outbound

This paper cites an unresolved cited work.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates Unresolved cited work

Reference 10

Resolution
unresolved
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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.

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Observation 45d8ebe9-9456-49ce-a2eb-493a185681cf · outbound

This paper cites Moreover, each iteration can be performed in O(mn) time.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates Moreover, each iteration can be performed in O(mn) time

Reference 12

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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.

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Observation 16304f87-e814-4c31-ad0b-261d53433a13 · outbound

This paper cites an unresolved cited work.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates Unresolved cited work

Reference 13

Resolution
unresolved
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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.

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Observation 8aaccaed-8df6-4e46-84d0-acb340fbd58b · outbound

This paper cites Divide the data into 2k groups.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates Divide the data into 2k groups

Reference 14

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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.

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Observation 43f7b7e2-a3a5-495e-bc3f-5e98d3d258bd · outbound

This paper cites an unresolved cited work.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates Unresolved cited work

Reference 15

Resolution
unresolved
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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.

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Observation 5b36c3bb-63dd-4d67-b159-daddf5d6f6f2 · outbound

This paper cites an unresolved cited work.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates Unresolved cited work

Reference 16

Resolution
unresolved
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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.

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Observation 8d725b09-1ba3-4420-8e90-44efbacd529d · outbound

This paper cites an unresolved cited work.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates Unresolved cited work

Reference 17

Resolution
unresolved
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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.

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Observation 9b85e8f8-6064-4809-9aa4-5221c8ad4680 · outbound

This paper cites an unresolved cited work.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates Unresolved cited work

Reference 19

Resolution
unresolved
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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.

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Observation 51941186-4c43-477a-9128-487f11363252 · outbound

This paper cites Lemma B.4 ( Okamoto (1959)).

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates Lemma B.4 ( Okamoto (1959))

Reference 20

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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.

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Observation bbb0acea-918c-46a6-a11f-32276fc5621c · outbound

This paper cites , wT∈ Rd, margin θ,.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates , wT∈ Rd, margin θ,

Reference 21

Resolution
verified fuzzy
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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.

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Observation b657d3bb-c9a1-4c9e-8d81-26dfd355a7a0 · outbound

This paper cites an unresolved cited work.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates Unresolved cited work

Reference 22

Resolution
unresolved
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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.

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Observation 488b4c01-237c-4f26-b9b8-3cc78f62f447 · outbound

This paper cites 6k′ of Z ′ i: (a) Sample gt∼N (0, 1), for t = 1,.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates 6k′ of Z ′ i: (a) Sample gt∼N (0, 1), for t = 1,

Reference 23

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verified fuzzy
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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.

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Observation f27d1939-cc87-4ce2-9ede-d038336ce7af · outbound

This paper cites an unresolved cited work.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:52:58.242669Z

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.

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Observation d9af4977-e51d-499d-8ef0-c836d8fb38ff · outbound

This paper cites , Zk∈ Rd and iteration count T∈ N.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates , Zk∈ Rd and iteration count T∈ N

Reference 25

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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.

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Observation d9aa4a7b-89fc-45bf-bc5d-9096155a0ef8 · outbound

This paper cites , 1)∈ Rk.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates , 1)∈ Rk

Reference 26

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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.

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Observation 14907a46-d8e7-4dbd-9fd9-e146ae511990 · outbound

This paper cites , T , repeat: (a) Let At be the k× d matrix whose ith row is √ τt(i)Zi and wt be the top right unit singular vector of At.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates , T , repeat: (a) Let At be the k× d matrix whose ith row is √ τt(i)Zi and wt be the top right unit singular vector of At

Reference 27

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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.

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Observation 4ce7bc15-fe48-47b7-8977-4ba1e8615bae · outbound

This paper cites , wT∈ Sd−1.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates , wT∈ Sd−1

Reference 28

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raw_fallback, observed 2026-08-14T13:52:58.179607Z

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.

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Observation cc733321-13b4-4964-af3a-1be224cd3bd7 · outbound

This paper cites A Unified Approach to Robust Mean Estimation.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates A Unified Approach to Robust Mean Estimation

Reference 2015

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation aa504f4e-8715-4424-bd69-ab317774c7b4 · outbound

This paper cites Mean Estimation with Sub-Gaussian Rates in Polynomial Time.

A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates Mean Estimation with Sub-Gaussian Rates in Polynomial Time

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-14T13:52:57.979992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Pith citing papers

Observation 090c8274-44ff-43fd-9040-8cef07841e81 · inbound

Lecture Notes: Selected topics on robust statistical learning theory cites this paper.

Lecture Notes: Selected topics on robust statistical learning theory A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates

Reference 37

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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.

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