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Paper Citation Record · LEDGER

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

As of 10 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 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

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=sha256:374241ed33ac1b8c1901b809b54dbe04a1ba0d04429cb1a13a8986a6e2129834

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
raw_fallback, observed 2026-08-07T10:55:13.288220Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T10:55:10.775405Z digest=sha256:be42aa7adc02e028c3b205deb4e3c0a80dc457429bd4a25d626a65e75e5b4c66

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.780387Z digest=sha256:c5e50aea0d98b3e993726626a9def8f6e8555a2ec01cd03c0a4505e88554997c

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.789939Z digest=sha256:2ed7c46ebff0fea3cc6a6dd71c2d10bdf680da38378fdcc09941670f682e012f

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.796952Z digest=sha256:87924b9debc97262869488dd2db54a1624dd580f44ec0d5b4199c3794bf90e4a

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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verified fuzzy
raw_fallback, observed 2026-08-07T10:55:13.153586Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T10:55:10.805254Z digest=sha256:cb6df1e3b5faef319cfe37f98e08d9b1d7a66b0ecd77416a37c31b70d275b75f

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.816780Z digest=sha256:350dcffad110e3fa082cc1230d172a280a66431999e159713dd6fa6bed28e15b

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.832832Z digest=sha256:1b8da4ba5ba79e2cb8af168780f39c9e29c110a62b7ef54bd889129d2c7c9a23

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

Resolution
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=sha256:717c8feb282035c7992498e439b91bf73cf19659d2adc3eeb53099532e1a7141

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.845602Z digest=sha256:be396aea0fd47a1dfcb67b037f23acc734c098c016e4ff1bf4c107fb97e4a1bf

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.851149Z digest=sha256:1d3483e9b59c4d6dcec998c1792f19edbb2c7dd003f91950a9c9a2ba3b3153c4

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.855941Z digest=sha256:8b445b424bb74997258c9b8a60cdcb8c3a5f8d758d9589260ec2b7f5dbaf69de

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

Resolution
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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.861709Z digest=sha256:f589c5d88d1168114a24c4c12c39f75cd02f066d826ab9abf0a80e108be17431

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.868921Z digest=sha256:fab89deba364b3a116a8eabaafc313c0d94fc47354fe32b24c8f5bbc1ee19692

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.874016Z digest=sha256:1a53cfce82f35c099f4851453e62518e9d76fd494ec9f2aef418d1c7e3d59a66

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.878722Z digest=sha256:ab9f0d9ba5a17fd515583de73ed3d7d935e96aa43753239acfab067d7e15f121

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.883810Z digest=sha256:afc6b28604885a23e9c605d248aaab0b25d04014a120583fcb67601d0e172ad4

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.897377Z digest=sha256:f7feb8efbea31845d593b3c43510f82c140d7c7abcd3fe00009b0644e8983319

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

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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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.902448Z digest=sha256:4bd308d201082ee233e082098482486bfb15b7cb6a85f1bf22e9e2c48754856f

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.910022Z digest=sha256:d8e8d712b0c35f306b5e6e5972f497db4480572d11b16cc513fa7d6ad7341e7e

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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verified fuzzy
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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.915086Z digest=sha256:88da76449600da1f4b1f9282a9bdec3154ba55fdbb187da6a1c01540b91f401d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.920665Z digest=sha256:5f5aacee88c72814bd58794c7789fa5c27dc91ec3b2091afb77a5edbe1c19d0d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.926989Z digest=sha256:1ae4a0887ab68f8d13e0781bb3af657c3e51cffcb4532f2370a8a314b4710032

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.932712Z digest=sha256:09ac1340f8dfd9814dfab978a132aa7183812156a0e44f5956cc222c0ef54401

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.939949Z digest=sha256:8bdf96572f8a41c45012671e2f053ee35c568e07475fd3bdb98663d5d6e17f93

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.946195Z digest=sha256:04edb4543d4d7e3c36039ad18a6fdee5ce3d733815651bad567f043ab16d6955

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.951220Z digest=sha256:a97fb502cbfb5fbe6fc596f621fd720d0a9acc3832d160b4b9241d8695c73c2a

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

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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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.956262Z digest=sha256:2098dd2e8f9d344d5268a69071498fe2b3726ebf441e6353266937324a4d2cb1

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.962715Z digest=sha256:6a9f9be87453c986cc3919eb0646f4744ff14968440d4d033e4bfdea116993a3

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

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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=sha256:30691a4806cbcf623c01a7d4187be9d01c841947491c2445eea4b20e9828b1c1

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=sha256:88f40bc0046c79f2da84ccfbcc1ace5c80868584fe207ec5ebe49d527870728a

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.982650Z digest=sha256:6e42a2d75682c113a223ad51b494d31aa895cf01640a00761c8413ba2409c3e1

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.988302Z digest=sha256:8a3228dcc2cf7a11d7d4cb47d95a63358b958f480f74e46f1373e00ad1ecbc54

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.993454Z digest=sha256:f4c20001837d9039e8102d5e3f702372594e02d4f61a3fd62f5d74a0cb08e7f3

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:10.998784Z digest=sha256:ddf165ccb917e0fdfb010a4f2efba9702416d07960990d4d152e82526ecd630a

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.005792Z digest=sha256:2267652cfbf9501f4e8eea5548274e9ea2d6cfd57abdb5515fe13cbd43b03a86

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.015668Z digest=sha256:6e85cff0c68cffb1a57d0b768d336de0c2171f9ee4d44982691a3143cebf7b39

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.021480Z digest=sha256:340e396f6b3a3acd839ec2b33d363f518c3fb3f07a6299b675cedd43aef1ef96

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.027348Z digest=sha256:a6bf49c9428bcd0b750b2ab35de118520fa05d67296981cb259dea16f8dd5c7b

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.032793Z digest=sha256:9767032d1d217365d55e3e5b48699f18e6b41296782f6408eb66a2679adda9aa

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.039516Z digest=sha256:0019b1a88a21017df6bd69b70f702e7915d3d357ecd15a634c922d2aa7e906de

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.044961Z digest=sha256:cbc95a4b333de0141c80b0847c5a9f19b0eff90f83d7e42317b9ddb9023c4f2f

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.050015Z digest=sha256:3094bafef685e9f36d70cd56501e0f84fc336a2221018a4739ef7576ffd4f22a

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.058875Z digest=sha256:6566019c9c65ee42c67735e00f6fa0529e72bf4104728374febb4c40b9497d71

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.066389Z digest=sha256:897b8b541e3c3c93a1a756182cc2697bd76a8c12eb5d9ecd263846cd8ce33742

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.071357Z digest=sha256:44f1951d56c42fe06bf23b085316736a2ced86a5859e48213129dea37b494294

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.080250Z digest=sha256:613f198976b9df65f89387524bce0c8c79309ed16662b1bc034b90824518f204

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.086023Z digest=sha256:42b4dd00c61568758ab131cbb6b320790a63507fcf4c1bba2edc2091680c6042

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=sha256:6d26b6c89432e78c79ebc0931fbf0bcdc93d028ee44f6aaea9e8205a8af206e8

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.104561Z digest=sha256:405709ebd92587038cf7253103493f35fb49d78708a325e73d76473b3d36ec68

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.118589Z digest=sha256:8cef3ceeb857e9dd06a91f83d7211f6e3acd45b926f87d9cc4c3d3f7a0135ca6

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.127101Z digest=sha256:6e3de3df5b35450f298e8e65826a7a03bd7e115c409554fbdd386f1a095f92f3

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.136930Z digest=sha256:1601034c39ded085e4e0376516c32bbdd844342a841f0d654d40fc261cfcc432

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.142173Z digest=sha256:915bd69f96512f97efc48e2842ece6af5153f4346ecaa8e05c33e3055ba94ec5

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.157257Z digest=sha256:c855218e584b1d0c31407816862171f81779958d7dba4644894c5edc473e4cec

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.163133Z digest=sha256:5dc5064761f3a603c217231ba6e27286c84393913d2fe9b97d9f27799857c2b9

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.169931Z digest=sha256:66ede754ede3e1890c50d60c66246619679b7857dc2e8b80e2f2c7b817accd87

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.177561Z digest=sha256:4a2af884cd645d66eeed837586f637a9972e5ad670c92c709d49f446df87df25

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.185755Z digest=sha256:2241b00fa3494468a0e13579271540ff517584b70acbe3f5ecf9dd149a64d513

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.194611Z digest=sha256:4c4749cb38db6201a0f6ea49a933f6a6d20266a67b24bcb6a1c036076d5c3370

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.201857Z digest=sha256:143eb7b520e917a6c1ed6b2df9c98774990581c53d865b48adec7f19b78c1a7e

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.210402Z digest=sha256:378928d81446fc36f5d82a9decd97a9616b3cb76065c1013799d3cae26fadb9c

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.218818Z digest=sha256:083bff48aec587eb570b761831ac6d11de80370e205f3ef183400acaa62adf07

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.228396Z digest=sha256:ef79a1bbb867fb92aad6c6e5271fef7987ed56307fb63135d8800d1f7c822073

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T10:55:11.242677Z digest=sha256:a5b7fee2856e11e4b68b756ad78c029d4ef29e04508b7a0f4e1e852579d857d8

Pith citing papers

No inbound Pith citation observations are available.