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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 2026-08-08T06:32:00.761636+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

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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

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.775405Z digest=sha256:d747b462936d349292c2401ba0bb5b308f113c8c8cc12bff97f19500e0f99f3d

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 2026-08-08T06:32:00.761636+00:00.

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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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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+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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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.796952Z digest=sha256:3c375de7302ee5805b3fb8c9fddc5c4b798917ab3cce6fc9b08ac5cd3e3becd9

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.805254Z digest=sha256:937c29c2d0c50b0a2d27755de406301cd6821d79e7459bb6322d74903b2bef5c

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.816780Z digest=sha256:e21ee67e9b05420dd4ea66a11183a0a96b66034ca944543917bc430ddfbeda00

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.832832Z digest=sha256:16cb9ada2d18265d98ae56d7e58dff0d8a454423db94e08ef8a0b7acf699dba5

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
raw_fallback, observed 2026-08-07T10:55:13.035406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.845602Z digest=sha256:325c7bc9cd21e8944bddbd60f65788e95826c13e0e2bb8bcfadcfb7a7edae2e5

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.851149Z digest=sha256:935571d95d0e048f3d95046522b334be520c1daa24728ef40142714becd1a361

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.855941Z digest=sha256:ec4da7804dc9cdec07735974785b41e68213288b6ff2271671bc4a344e4122e5

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.861709Z digest=sha256:62102c7a27645dad1fa31f324af5aefd440058dfb1e91d4c91db8ebda9d1eb3d

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.868921Z digest=sha256:5f6938fe094df242ff318e478d576aecd700079feded955b584ed29ed3087009

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.874016Z digest=sha256:673c06d6daf70592b704b7321c3394d7a65f4f0cde0a5ee2222b30a25f05cc69

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

Resolution
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.878722Z digest=sha256:31ae1c9869f712f393cb27bc7af8f683d4db30040df3bc20e48c0e3b0d78740e

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

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verified fuzzy
raw_fallback, observed 2026-08-07T10:55:12.818006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.883810Z digest=sha256:f18bab628eb294972cffcc5a95788b15de5ca768a6b884151bac5cb46041de82

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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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.897377Z digest=sha256:8578abd6c2e372df38efbf668855cb7058ae4dd35d1dfbe37bd72b8644545bdd

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.902448Z digest=sha256:059ea632cb2a228fe703cfebbf4d4663e71ccc75ae57c7ad00b406557121ae67

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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unresolved
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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.910022Z digest=sha256:f0f3e1351237dfb82c1d1ba25d0f72b12343ffb2f87c840ba8a3019ba83024c4

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.915086Z digest=sha256:50a7ede7e689c8bab2b17b64ac23add0491e9586c4c5799b39ea95f70c91a987

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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raw_fallback, observed 2026-08-07T10:55:12.692710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.920665Z digest=sha256:ea48e0c0e4e849bb4cf12f4efde834b10f2dff911fcb79c144b45f4fd6fae8d4

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

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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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.926989Z digest=sha256:34618bb9c11a1ff583d263a9dfb3513b38a9e7f170ba1d4e6d0a2c12afbedb0e

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.932712Z digest=sha256:add558a36977c1a54aa3a2bf8a85ac26ce98a92136487b75d3b216cefce32bb5

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.939949Z digest=sha256:d6b4b9cbbcf4b7c72f26c05132f0ec7e3676b399f3cde07d35318c40638c5650

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.946195Z digest=sha256:8ad2195146347472050749734dccae7fc44aaf8e3df3509cd35b72f2f4f0520c

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.951220Z digest=sha256:6a9fa2d90db5b8bae273b524dc1c334158357e02783e447f5b137e4517f4adcc

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.956262Z digest=sha256:30becb76354c951be73cc241542b821c5522a186c69500aad422c9fe6247422b

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.962715Z digest=sha256:bd119c180f120abc710e75621c3299aaee0e7f5d9633f904d48ecc2b9a1a68bb

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

Resolution
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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.982650Z digest=sha256:d9a86b7291c0c3bdd2f814c4575d3fd4a83f1ac1542119d07d2bd49f12daa40e

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.988302Z digest=sha256:5f2f52bb90e77565d4453a01e807d021df6fc619987feaed8816abb9e9742ffa

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.993454Z digest=sha256:a4bc40b409b91fced0c7e7819814615317d97f83cf48d128d3deeef4cd62033b

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.998784Z digest=sha256:60359ada5d2762172920345b8ea2a7755aa6d216b64b893751ac7246e7bc3918

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.005792Z digest=sha256:316d68339d6a9ebec0e061c62fa5bac72d204c1461ca8a11bbeb7f8bbbdb0615

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.015668Z digest=sha256:b62dd503b0763e2f9c4c032b243cc13145f6ffec799eda575ca7bf0318847656

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.021480Z digest=sha256:0b73eaa08b686d9c7d4b015ce7974934b1243d7db6c897de46161c5748e45931

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.027348Z digest=sha256:839fcd214cfd3a83420b70e51e6ec6bdcbe11ea3c0d01ff8125ce9442bea2317

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.032793Z digest=sha256:a383a6bb656c07ccf88568ba5553a43e5c9213c8e5b045615b9e5a76160f3971

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.039516Z digest=sha256:d4a2ed0e6e861465ac5ef3550012d4ba011ca0e83ebce0b293154902cebd8dbe

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.044961Z digest=sha256:b965446680f2e4cb485efb2df07ab95dffedcdaf5b3699a52aca67c51992e05d

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.050015Z digest=sha256:68920aceba9211bb91200280321d94d2df4e66af996961e57e7069020b4374ab

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.058875Z digest=sha256:f11ee45de9beee38e0321b21c1cfbfe68c650864f67d67c882aa77b8b1633625

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.066389Z digest=sha256:6c2d2a794927836e8aa4c568084a47f49da98c245b330b6227158fb158189edb

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.071357Z digest=sha256:6064c6b5afb522a72e5cc286f8458e8ebf56661f5c608836ffad2b41fb6b5e29

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.080250Z digest=sha256:2d815d31f30337690e4a8f7acaa45c1e462341f4599e1f3bdc47ed2a6de89f49

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.086023Z digest=sha256:fa326a1ccb287311175bdd628c2f8a9d29d57ad4b121787887e390ee6b199113

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.104561Z digest=sha256:8c0191484a11a57955bf5ec167145e77ef49947088b79c982c2cc85ea61d90f1

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.118589Z digest=sha256:1a8e7a88aa877ba292b3a15c76f9f5e256aa87d412811a5a5592699cb7126e7b

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.127101Z digest=sha256:970010a4ae1f29eb361b2cc1d242f0b43fcd8001e922051a0020f5a5b1a2ee06

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.136930Z digest=sha256:278ab3bac3b798a14bd278c7ba63a0d85b05132847949e810bd10ca1c9f8317c

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.142173Z digest=sha256:66655270f141f38702322b7b79015b3207d0ea9528c2c34b304d6bcd666561cd

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.157257Z digest=sha256:ca80e58ad8c09b8cba56200c86ce4c3e6166a3c7680277e7ba6e34db46c3d3b8

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.163133Z digest=sha256:b1ff28d86d99aea1eefcb3d304f67d4099d0c622a3299898d966ce5add1516d1

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.169931Z digest=sha256:ecf32c7c9911b21b27d7bbe07bb5d5b897712ae959da4eb9857d794db93974e2

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.177561Z digest=sha256:ac20ed33d83bec3a797f61536de1c20f02ef96ac78de8f8bdc0d9161654e3c6a

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.185755Z digest=sha256:0865a194dfe9cd3d1a9e6eb867be8312c63086a10660a706e21422c41f69c143

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.194611Z digest=sha256:431e56819544ddd5237d8cab4f9f7e7c75d3e54094cd1e8e5ea808be5de54f11

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.201857Z digest=sha256:53b885bbf685094014e4b50e2829884f67c53f8d7b47b55084ffc67d693a3045

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.210402Z digest=sha256:8a398558829ba810297512b6975bb6ced0940169d54ee087f5647a2f4db6969d

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.218818Z digest=sha256:78c8b12878086646a0bba138bb3c23ca7501cf09a42890739bde2938b7ec081a

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.228396Z digest=sha256:26a8f67e9934dcb491027fa2eee2b9ae77e64a8cbe92ed5ea007ec937ee9c6c6

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.242677Z digest=sha256:4ab090a3fbdac2c50127fd7cff524e1472fed4bf0b83bbfc278e0fc038ca64a2

Pith citing papers

No inbound Pith citation observations are available.