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Paper Citation Record · LEDGER

Differentially Private Federated $k$-Means Clustering with Server-Side Data

As of 8 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2506.05408.

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

pith.paper-citation-record.v1
2506.05408 v2

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:55:11.242677Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

65 of 65 outbound references displayed

  • verified exact2
  • verified fuzzy50
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 30fdfe50-d429-4238-964d-f966c5e53681 · outbound

This paper cites write newline.

Differentially Private Federated $k$-Means Clustering with Server-Side Data write newline

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T10:55:10.768021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T10:55:10.768021Z digest=sha256:38c04ff63f7e8772c786dcc79bbaadb990f47b9da3fb9670ae637abff78ea497

Observation 7f790c8b-74ed-49bd-855d-1ae03494f2ee · outbound

This paper cites and McSherry, F.

Differentially Private Federated $k$-Means Clustering with Server-Side Data and McSherry, F

Reference 2

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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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.775405Z digest=sha256:71a842cb63b196e95a96ef699c0bf0da3d47885c029fbdab46fc9f204468f6c1

Observation 7ea22e5f-1f81-4411-80ab-19270f810aab · outbound

This paper cites and Vassilvitskii, S.

Differentially Private Federated $k$-Means Clustering with Server-Side Data and Vassilvitskii, S

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.780387Z digest=sha256:b51da7cf45135db20542dc18bf4ebf977373e75dd73367f354248b4378391fac

Observation 54f1a945-8bf9-4ece-86b1-f0e02853d9a0 · outbound

This paper cites J., Liaw, C., Mehrabian, A., and Plan, Y.

Differentially Private Federated $k$-Means Clustering with Server-Side Data J., Liaw, C., Mehrabian, A., and Plan, Y

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 5a18e448-ae7c-47cb-b7a7-a1ac2b44d343 · outbound

This paper cites and Sheffet, O.

Differentially Private Federated $k$-Means Clustering with Server-Side Data and Sheffet, O

Reference 5

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raw_fallback, observed 2026-08-07T10:55:13.185694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.796952Z digest=sha256:3f997674dd960dd13f179535a18970148208e358901b7d1c304144f760d53f4b

Observation 83add1f2-646f-4f7e-83f6-694fd5019dac · outbound

This paper cites Private estimation with public data.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Private estimation with public data

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.805254Z digest=sha256:e0d6906549c0e34aa94acb15a5a56d71e2de0581b9ed03db51313ab78e4c7db1

Observation 40b79c0f-425f-4686-acca-8340042f5f17 · outbound

This paper cites Practical privacy: the SuLQ framework.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Practical privacy: the SuLQ framework

Reference 7

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verified fuzzy
raw_fallback, observed 2026-08-07T10:55:13.120810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.816780Z digest=sha256:957e0621ec542e02f281b30cccff69f172251d65701da2711c22c10eb9f64565

Observation d15d9f89-8e77-4a5b-9b27-16f483229491 · outbound

This paper cites S., Shumailov, I., and Papernot, N.

Differentially Private Federated $k$-Means Clustering with Server-Side Data S., Shumailov, I., and Papernot, N

Reference 8

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verified fuzzy
raw_fallback, observed 2026-08-07T10:55:13.074307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.832832Z digest=sha256:583830ad6ae23fa83f1faa2c768e4acd692cb89452f2e6cfe76365b4d940c4aa

Observation e712e531-bb66-4c82-880d-cd2c008645d9 · outbound

This paper cites Practical Secure Aggregation for Federated Learning on User-Held Data.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Practical Secure Aggregation for Federated Learning on User-Held Data

Reference 9

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unresolved
no resolver link, observed 2026-08-07T10:55:10.839487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T10:55:10.839487Z digest=sha256:6511d3cefe22deb69a20ef89086c146552d182b224e6b79847e7f3f6caca20a5

Observation fa4e6ba2-1ba0-4aa8-8b72-e6d4e8faa97c · outbound

This paper cites S., Chen, R., Mela, T., Olshevsky, A., Paschalidis, I.

Differentially Private Federated $k$-Means Clustering with Server-Side Data S., Chen, R., Mela, T., Olshevsky, A., Paschalidis, I

Reference 10

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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 2026-08-07T06:34:17.273281+00:00.

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Observation 265f6da3-a30f-4950-a240-e471b1ed3ee5 · outbound

This paper cites and Kamath, P.

Differentially Private Federated $k$-Means Clustering with Server-Side Data and Kamath, P

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.851149Z digest=sha256:5d534895a430bb37f455a97433fcfae680662f17abf6ba542cb3fa98ccc17bb0

Observation 25ed17c1-6cdf-49e0-bcc1-2de1813ece62 · outbound

This paper cites Locally private k-means in one round.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Locally private k-means in one round

Reference 12

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verified fuzzy
raw_fallback, observed 2026-08-07T10:55:12.973621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.855941Z digest=sha256:edbbb215a1bc572d259924a09a62c9eef20c80f19a4b8347d5b41afa2cf0cc34

Observation d72aa533-309f-4432-9a82-8b20fa2a3c54 · outbound

This paper cites an unresolved cited work.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Unresolved cited work

Reference 13

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unresolved
raw_fallback, observed 2026-08-07T10:55:12.943313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.861709Z digest=sha256:a136712179940ff819fc3c788d22e6e327597c830aa1ac78b98db6124c757a23

Observation 88ef1e77-08f8-4078-bc4d-7b97a9aba837 · outbound

This paper cites Differentially-private clustering of easy instances.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Differentially-private clustering of easy instances

Reference 14

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verified fuzzy
raw_fallback, observed 2026-08-07T10:55:12.911819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.868921Z digest=sha256:f9c07d9699e61ef8f200996e6ca36f9ea2bf7951e699f8923ee65dd9143b2262

Observation 99519653-88a5-418c-917c-21fab38becda · outbound

This paper cites Near-optimal private and scalable k -clustering.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Near-optimal private and scalable k -clustering

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-07T10:55:12.881779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.874016Z digest=sha256:58a16b2a0c1755fe38ec05e884f7820c1bb0db8224b269f3c9429124d6e1cfff

Observation beba7b9c-e645-40cc-bf8b-e4ba2d8a68b3 · outbound

This paper cites The hardness of k-means clustering.

Differentially Private Federated $k$-Means Clustering with Server-Side Data The hardness of k-means clustering

Reference 16

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raw_fallback, observed 2026-08-07T10:55:12.848466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.878722Z digest=sha256:782e4337f66c4ff65ebd03b0ff15426a0886db235f138f32073869278c5aa949

Observation 09628806-a277-4971-b1c0-90362d60d12b · outbound

This paper cites K., Li, T., and Smith, V.

Differentially Private Federated $k$-Means Clustering with Server-Side Data K., Li, T., and Smith, V

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.883810Z digest=sha256:79e82d39c24bae7cc91916227c3125e62476a59d8ac2b39c4c4c9427ecf0034c

Observation 0302d958-cc2e-455f-97ef-50e642732f22 · outbound

This paper cites FastLloyd: Federated, Accurate, Secure, and Tunable $k$-Means Clustering with Differential Privacy.

Differentially Private Federated $k$-Means Clustering with Server-Side Data FastLloyd: Federated, Accurate, Secure, and Tunable $k$-Means Clustering with Differential Privacy

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.897377Z digest=sha256:54f21a0ed6746cb09ca71e7b1fa68f4ee43a6dda27bb72562459aa1624fcb211

Observation da0651d9-a46c-4f47-9476-d2cfd445bd38 · outbound

This paper cites M., Kongsgaard, D., Li, J., and Tian, K.

Differentially Private Federated $k$-Means Clustering with Server-Side Data M., Kongsgaard, D., Li, J., and Tian, K

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:12.793747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.902448Z digest=sha256:d36b6880bfc3a141cd34d806699985c67ad6063a1c1c2e2f0f027050f12dff5f

Observation bc25c0e0-c1a2-43fa-8831-f1dea8bcbded · outbound

This paper cites an unresolved cited work.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Unresolved cited work

Reference 20

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raw_fallback, observed 2026-08-07T10:55:12.756905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 3dee4c88-26d0-4901-8589-43766747bf79 · outbound

This paper cites Retiring adult: New datasets for fair machine learning.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Retiring adult: New datasets for fair machine learning

Reference 21

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raw_fallback, observed 2026-08-07T10:55:12.729273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.915086Z digest=sha256:97d5be55e56960d68ee3c337572ab88b525b16784def8ccb85e1f2d50c5d2b68

Observation 79ac5e90-5392-498b-9baa-bbf1362a730a · outbound

This paper cites Making old things new: A unified algorithm for differentially private clustering.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Making old things new: A unified algorithm for differentially private clustering

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.920665Z digest=sha256:f90461015248c2b3555b20ccb71fc7aa5b934fea5cefb8e7b77c82b2d10dfcf2

Observation 046924fc-40fc-4d1c-a320-ad4c57686964 · outbound

This paper cites Differential privacy.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Differential privacy

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:12.661430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.926989Z digest=sha256:fd9d8ff429f2c6936a9540ea4c058571ad4ce4e5ded6981cae119f26ef9203a0

Observation 38479a9d-807f-43b1-b249-cfdc0c686aa7 · outbound

This paper cites and Roth, A.

Differentially Private Federated $k$-Means Clustering with Server-Side Data and Roth, A

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:12.622347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.932712Z digest=sha256:e766158b39d9cb1ae8fac8fdf5da27d02f28ed13e00e670dbe01ba75c53b0bd4

Observation 6ebfdef5-8b8b-47fe-95c4-4f3a522fa0d2 · outbound

This paper cites an unresolved cited work.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Unresolved cited work

Reference 25

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unresolved
raw_fallback, observed 2026-08-07T10:55:12.590133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.939949Z digest=sha256:09e69de690d26d716280abfbf808dc5c5b82bd37186bbb1c1ebd8383172d6cd9

Observation 6d98c1d7-6fc7-414c-b79c-0a5382afa06e · outbound

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

Differentially Private Federated $k$-Means Clustering with Server-Side Data Analyze Gauss : optimal bounds for privacy-preserving principal component analysis

Reference 26

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verified fuzzy
raw_fallback, observed 2026-08-07T10:55:12.560303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.946195Z digest=sha256:2e54adf55508a99a17d24af5f7112e6af8d662071823d8321a388ab4936fac47

Observation 58a3e0a6-fffe-4e74-b85e-298f864f6f6a · outbound

This paper cites an unresolved cited work.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Unresolved cited work

Reference 27

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unresolved
raw_fallback, observed 2026-08-07T10:55:12.534959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.951220Z digest=sha256:69f248759da9be70c77928c369a466c519694d56c7da3e7ccbeb23075e05f732

Observation 19de00e3-3669-40d5-acfa-50a38d43f942 · outbound

This paper cites Inverting gradients -- how easy is it to break privacy in federated learning? In Conference on Neural Information Processing Systems (NeurIPS), 2020.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Inverting gradients -- how easy is it to break privacy in federated learning? In Conference on Neural Information Processing Systems (NeurIPS), 2020

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:12.502847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.956262Z digest=sha256:c1269e81f5df80f62725f9fa5a84cfa78bdc8cc1aa9bcd530b9ee96272586bec

Observation 46be1aa1-5daa-4093-885a-82843f6d329b · outbound

This paper cites An efficient framework for clustered federated learning.

Differentially Private Federated $k$-Means Clustering with Server-Side Data An efficient framework for clustered federated learning

Reference 29

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verified fuzzy
raw_fallback, observed 2026-08-07T10:55:12.469919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.962715Z digest=sha256:c27513e0f3bd97064c839db6767ea009e10d3087e9cb50e4e2c0fd56fa007860

Observation eee5784f-f80c-47ef-8c01-7fb8c17a5e20 · outbound

This paper cites pfl-research: simulation framework for accelerating research in Private Federated Learning.

Differentially Private Federated $k$-Means Clustering with Server-Side Data pfl-research: simulation framework for accelerating research in Private Federated Learning

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T10:55:10.969809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T10:55:10.969809Z digest=sha256:9e1a38fb754bbcd7cd303d46a40ff207aa22831735d1e08851367e59d322e76f

Observation 37b67e88-bc3a-4145-bd76-d75eceb2eabb · outbound

This paper cites Federated Learning for Mobile Keyboard Prediction.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Federated Learning for Mobile Keyboard Prediction

Reference 31

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unresolved
no resolver link, observed 2026-08-07T10:55:10.976898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T10:55:10.976898Z digest=sha256:c5fd448559026f46c86836a95b00c52b7080cc749aca0bd0995848377b53c1a3

Observation cf5ec429-741c-458e-adad-05cd1b8046fd · outbound

This paper cites an unresolved cited work.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Unresolved cited work

Reference 32

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unresolved
raw_fallback, observed 2026-08-07T10:55:12.438319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.982650Z digest=sha256:c3936612de9ada879ebcaf84fb0ef2861271e9cd1c194d026b2c9001de9857ff

Observation ff7541a9-79c1-484e-934b-bed6ad05b1a5 · outbound

This paper cites The composition theorem for differential privacy.

Differentially Private Federated $k$-Means Clustering with Server-Side Data The composition theorem for differential privacy

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:12.415594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.988302Z digest=sha256:abfc8eeb4b1079a3d10e636e2e66d57bfe0ca959d0a0196870b48cb3a708fa1b

Observation 4c96a99c-17cb-4e64-9e76-78da4aa88eb5 · outbound

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

Differentially Private Federated $k$-Means Clustering with Server-Side Data B., Avent, B., Bellet, A., Bennis, M., Bhagoji, A

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:12.392843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.993454Z digest=sha256:36ee8a0d001b2cd38bc8906de02c1657274ef69ce490ecd04b41f551a9ed7176

Observation 19b41733-337c-4dce-943f-06982345784a · outbound

This paper cites an unresolved cited work.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:12.366577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.998784Z digest=sha256:43785ad4b2bf016bb75fd9b53bbdef9105dd25c99ed377aa3001c1abbb0bbac5

Observation 2c5f630c-97b4-4c6a-8c33-c63ce762bb89 · outbound

This paper cites K., Steinhardt, J., and Steurer, D.

Differentially Private Federated $k$-Means Clustering with Server-Side Data K., Steinhardt, J., and Steurer, D

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:12.330717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.005792Z digest=sha256:899f39a275f7903134f5b070bce605b1661875f7604e206e1d436ca4fcf74289

Observation 830b2adf-612b-4674-90ca-27fcf59181a0 · outbound

This paper cites and Kannan, R.

Differentially Private Federated $k$-Means Clustering with Server-Side Data and Kannan, R

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:12.294124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.015668Z digest=sha256:4bad7aef87bc64beb143a5513706a8fdbbf58c2a7633e787e4879482b593695b

Observation df48f527-e413-44c8-b63c-97b2712db027 · outbound

This paper cites A review of applications in federated learning.

Differentially Private Federated $k$-Means Clustering with Server-Side Data A review of applications in federated learning

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:12.259637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.021480Z digest=sha256:f7732bd6784b36d1530c268f70406ac984ba7cfa1433ec85d4845a601058f1df

Observation dbcbca2a-b24c-4ffd-9d11-95499418c3fa · outbound

This paper cites Differentially private vertical federated clustering.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Differentially private vertical federated clustering

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:12.203753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.027348Z digest=sha256:d87d662209ab2ebb16ae4dc9f2e1773ab4934044bd8512021daa571062b74f1f

Observation 38f6fd84-c75c-4169-8a9e-5421a391091c · outbound

This paper cites and Li, J.

Differentially Private Federated $k$-Means Clustering with Server-Side Data and Li, J

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:12.172950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.032793Z digest=sha256:8ea8dc8bc111fbee4707155658051a1f4c93d92381b3c25c2ea6135c85bd162c

Observation 4d004648-850d-4e32-8f89-3943463a448c · outbound

This paper cites Privacy-preserving federated k-means for proactive caching in next generation cellular networks.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Privacy-preserving federated k-means for proactive caching in next generation cellular networks

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:12.144851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.039516Z digest=sha256:3b9cbb331ed7b4f802363355aa0a30d1f02c1018f178ae002666b04b7fd78a54

Observation 69d8968a-5281-4ea5-8074-6511aeeebcce · outbound

This paper cites an unresolved cited work.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:12.119332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.044961Z digest=sha256:aa867db24aa5f0c891c4ea7e646d73c58a0e73c0f64eb647c3ba94f13335fe60

Observation 0b8d7d17-e669-42c5-80de-7407765e45cb · outbound

This paper cites an unresolved cited work.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:12.095997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.050015Z digest=sha256:3460dd1197209c7d1dde070846eb5e0293f4905e01e111bb4a62d277917b3e3f

Observation b223a81f-478e-48cb-94d0-fbf054b08612 · outbound

This paper cites Differential privacy for measure concentration.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Differential privacy for measure concentration

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:12.068501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.058875Z digest=sha256:6e447f90e81aacb627c3d5350c4aa88d8644edf0c0a6fe67cff850acaaca703e

Observation 59a99621-d291-4ae9-977d-d7decd00abe0 · outbound

This paper cites Practical privacy-preserving k-means clustering.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Practical privacy-preserving k-means clustering

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:12.034522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.066389Z digest=sha256:fb0723553c54bc4cbac7ec3db6ebc546873cc8704f2dde4e56b5f4c79a45a9a4

Observation e927057e-d336-4a06-8f80-03efdb72eea7 · outbound

This paper cites and Valiant, G.

Differentially Private Federated $k$-Means Clustering with Server-Side Data and Valiant, G

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:12.007488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.071357Z digest=sha256:18f067fd1e8898d03df40e8380059126b8dfefc6c8929aa28bbc3abb22462fd9

Observation c705c5ac-1ee7-4460-8ddf-910f66cfa827 · outbound

This paper cites Y., Jordan, M.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Y., Jordan, M

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:11.972170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.080250Z digest=sha256:2afa004afa50819d5a4f82465377a5dffc2550658d7edd4528519f81402b261e

Observation 22d3fee1-909e-4566-b787-9daa8ee286c4 · outbound

This paper cites Contributions to the mathematical theory of evolution.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Contributions to the mathematical theory of evolution

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:11.940976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.086023Z digest=sha256:f233974846bf64c0a5a212618b6043a2e4d69be593d95f1fea2d1c32e04a1a41

Observation cfb053fd-cfb7-4362-b71e-b766f1e4fc4d · outbound

This paper cites Federated Learning for Emoji Prediction in a Mobile Keyboard.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Federated Learning for Emoji Prediction in a Mobile Keyboard

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T10:55:11.095245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T10:55:11.095245Z digest=sha256:b09011ac0c93c4cbca6637ebb931b52e77e94b4502f1b287b3db4845a4e14aa5

Observation 764ed410-3458-434e-aaf4-e66efd213bbf · outbound

This paper cites and Vijayaraghavan, A.

Differentially Private Federated $k$-Means Clustering with Server-Side Data and Vijayaraghavan, A

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:11.905564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.104561Z digest=sha256:67e75333019eb59628ec68c08ac5a04cd0047c0fbe6e5a23b2f94f99acca3dd5

Observation f4b5cc86-cb2f-4691-a5e7-5e8e9241476d · outbound

This paper cites and Gurevych, I.

Differentially Private Federated $k$-Means Clustering with Server-Side Data and Gurevych, I

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:11.880683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.118589Z digest=sha256:05cceb3cbf3300f1e0355ed96594941d0a81d8cdfdde2ef7ea9c1f0189e18416

Observation c767b21e-d0d5-45f6-a96e-6b9f57208d27 · outbound

This paper cites DPLK-means : A novel differential privacy k-means mechanism.

Differentially Private Federated $k$-Means Clustering with Server-Side Data DPLK-means : A novel differential privacy k-means mechanism

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:11.851228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.127101Z digest=sha256:8a2e728ecfa3eef482b1b48ab551cd608f411436bb35fed9731e244124f9fff3

Observation cd6c03b2-b214-4049-907a-c4fb0b3d066f · outbound

This paper cites R., Albarqouni, S., Bakas, S., Galtier, M.

Differentially Private Federated $k$-Means Clustering with Server-Side Data R., Albarqouni, S., Bakas, S., Galtier, M

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:11.816167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.136930Z digest=sha256:9f53471a956c829d382ff5e388edba243a27b5208cd474a71e9a428d962f70b2

Observation 20120b19-fc61-401c-bc4f-c0bcd99a5a90 · outbound

This paper cites Clustered federated learning: Model-agnostic distributed multitask optimization under privacy constraints.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Clustered federated learning: Model-agnostic distributed multitask optimization under privacy constraints

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:11.786303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.142173Z digest=sha256:bf0b232c6c08dac6b8638c8224cdb0db82ff0349bf967637165362d835f7c7a4

Observation c25e50bc-d607-4e41-8d47-a70beb8c3116 · outbound

This paper cites and Cahill, \' A.

Differentially Private Federated $k$-Means Clustering with Server-Side Data and Cahill, \' A

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:11.761068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.157257Z digest=sha256:e3630d36726c5edfc9e3f8e62173f4d28dfd9f649abec58d72116951a97c19fb

Observation bfa03b7f-d250-4c3d-ae79-4090afe18e69 · outbound

This paper cites and Malik, J.

Differentially Private Federated $k$-Means Clustering with Server-Side Data and Malik, J

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:11.720380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.163133Z digest=sha256:34d302b8063e61a33b2bff67c500cbcc2ed9dad8ce2752e9bac69165613887d2

Observation 31af63c3-515d-47a7-819b-20a631b91490 · outbound

This paper cites and Tiegel, S.

Differentially Private Federated $k$-Means Clustering with Server-Side Data and Tiegel, S

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:11.682296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.169931Z digest=sha256:7e5855c98eb826e9084c6f4d371c40b0c6f1d4256963df1d8447c4d58eaa1e2f

Observation d4799dab-6778-435e-9cd7-9e01d94d433b · outbound

This paper cites Differentially private k-means clustering.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Differentially private k-means clustering

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:11.665229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.177561Z digest=sha256:33fc27241217ac286590f158a36e859e77edecf952b2ac8d954e0e8d20e08779

Observation ab38d2f8-5f3a-4a4d-b91c-057e4ca15660 · outbound

This paper cites Differentially private k-means clustering and a hybrid approach to private optimization.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Differentially private k-means clustering and a hybrid approach to private optimization

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:11.646667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.185755Z digest=sha256:6e084d85322b1edbac1739703f2c854421d6391fb1070271802c5b5683026755

Observation 941df36c-94b6-4255-9fb9-41d827b86d3c · outbound

This paper cites Samplable Anonymous Aggregation for Private Federated Data Analysis.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Samplable Anonymous Aggregation for Private Federated Data Analysis

Reference 60

Resolution
verified exact
local_arxiv, observed 2026-08-07T10:55:11.339760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.194611Z digest=sha256:a2f7a5fdc17a969d1ee5cc38bc901f3f736fba0170c417fa0469dcb165d7c1e9

Observation ad133a82-9dd4-4506-b36d-c8a052ddbddd · outbound

This paper cites FriendlyCore : Practical differentially private aggregation.

Differentially Private Federated $k$-Means Clustering with Server-Side Data FriendlyCore : Practical differentially private aggregation

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:11.627178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.201857Z digest=sha256:3dd7a30045d9f6a4a0165bd48c54019ad6c5e5d02fb116a6c95b22f61346709f

Observation 92813a1d-fbc9-494f-a720-093e0e5396d2 · outbound

This paper cites Beyond inferring class representatives: User-level privacy leakage from federated learning.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Beyond inferring class representatives: User-level privacy leakage from federated learning

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:11.609129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.210402Z digest=sha256:a12a5219e21a906fb455c74847761fc80b96bfe6b102bcb3f856409d3f01a0cc

Observation 67f8454a-91ce-4174-8f2a-2b50dc91f331 · outbound

This paper cites Distributed k-means clustering guaranteeing local differential privacy.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Distributed k-means clustering guaranteeing local differential privacy

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:11.583900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.218818Z digest=sha256:a8fe9e47f6e63f39d53c7349d978853f059c6ac654236bbf87c847ba51f3068b

Observation 2694caee-d068-4c78-9bb7-eaaa680bd326 · outbound

This paper cites Practical multi-party private collaborative k-means clustering.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Practical multi-party private collaborative k-means clustering

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:11.565153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.228396Z digest=sha256:c28caa54b4327b7fa3391f8631c07046344eb504fe6d56bdea1d6f7ba75395fe

Observation b0f932fa-567f-445b-a02d-f34f1beee9d3 · outbound

This paper cites Asynchronous federated clustering with unknown number of clusters.

Differentially Private Federated $k$-Means Clustering with Server-Side Data Asynchronous federated clustering with unknown number of clusters

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:11.540743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.242677Z digest=sha256:79fc1d41b6ddcb43305bf6bef6aeea10a1b9fcef7a36f05bd84be7fd43f5b202

Pith citing papers

No inbound Pith citation observations are available.