Paper Citation Record · LEDGER

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case

As of 17 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2502.07669.

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

pith.paper-citation-record.v1
2502.07669 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:08:16.548084Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

52 of 52 outbound references displayed

verified exact1
verified fuzzy35
unresolved16
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b7644930-05c4-4a23-bc64-095ec9b0b469 · outbound

This paper cites Baker, Vladimir Braverman, Lingxiao Huang, Shaofeng H.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Baker, Vladimir Braverman, Lingxiao Huang, Shaofeng H

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.789355Z

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Observation df826651-ddea-47d2-911d-f7092fc98926 · outbound

This paper cites an unresolved cited work.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:08:17.772859Z

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Observation 0c03f186-9571-40e5-8ff8-e3cdd6c9392b · outbound

This paper cites Distributed k-means and k-median clustering on general communication topologies.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Distributed k-means and k-median clustering on general communication topologies

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.758207Z

Source-reported events for the cited work

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Observation 1f509b94-77e3-4967-be36-4c78edcc8d1d · outbound

This paper cites an unresolved cited work.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:08:17.743098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9391b484-88ad-4245-8b8b-2b48ec9e5a4c · outbound

This paper cites Fomin, and Kirill Simonov.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Fomin, and Kirill Simonov

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.728211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 630da533-9c02-4db7-bd4e-81837104d94a · outbound

This paper cites an unresolved cited work.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:08:17.712686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c9ced1bf-1fa8-4beb-b758-cc35aac7b75b · outbound

This paper cites an unresolved cited work.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:08:17.698138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1797ec79-8be5-42d0-b5cb-cecd83f05d7e · outbound

This paper cites an unresolved cited work.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:08:17.683308Z

Source-reported events for the cited work

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Observation 4de71b16-7cfb-4b24-bfc9-4df04ff977f8 · outbound

This paper cites Greedy sampling for approximate clustering in the presence of outliers.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Greedy sampling for approximate clustering in the presence of outliers

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.668149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f210e7b3-73da-4d37-ac5f-56a86c1dbfe0 · outbound

This paper cites A tight vc-dimension analysis of clustering coresets with applications.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case A tight vc-dimension analysis of clustering coresets with applications

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.652444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 72b45b8c-8ce7-4594-b4e9-4d9f7b355398 · outbound

This paper cites Streaming Facility Location in High Dimension via Geometric Hashing.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Streaming Facility Location in High Dimension via Geometric Hashing

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T12:08:15.952158Z

Source-reported events for the cited work

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Observation c9cf5e8d-e821-4761-babe-1f2240309272 · outbound

This paper cites On coresets for k-median and k-means clustering in metric and euclidean spaces and their applications.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case On coresets for k-median and k-means clustering in metric and euclidean spaces and their applications

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.636496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 82d55b5d-7935-45bc-87eb-01cad50f5daa · outbound

This paper cites an unresolved cited work.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:08:17.620774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9bcce122-8215-4b83-89d1-386d2e8b4eaa · outbound

This paper cites Fair clustering through fairlets.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Fair clustering through fairlets

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.605240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 135e6f55-4b2c-4c96-aa22-c85e2253850e · outbound

This paper cites Mount, and Giri Narasimhan.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Mount, and Giri Narasimhan

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.589192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 973c0d12-1f39-4cb0-8a0d-55dbd05d9723 · outbound

This paper cites On the fixed-parameter tractability of capacitated clustering.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case On the fixed-parameter tractability of capacitated clustering

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.574535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fc30f14f-d209-4f1d-a413-a0b9f56f15b0 · outbound

This paper cites Improved coresets for euclidean k-means.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Improved coresets for euclidean k-means

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.559464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 18a4b764-4559-4c7b-b0e6-0e3332d2487e · outbound

This paper cites Towards optimal lower bounds for k-median and k-means coresets.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Towards optimal lower bounds for k-median and k-means coresets

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.544623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e0388808-3e8e-40f5-a7ba-8dc266dd187f · outbound

This paper cites Muthukrishnan.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Muthukrishnan

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.528149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6880126d-d126-430a-a507-72485ffe8fbd · outbound

This paper cites A new coreset framework for clustering.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case A new coreset framework for clustering

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.511602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dc4999fa-8342-4f3a-b8e9-eff99f404cd8 · outbound

This paper cites Deterministic clustering in high dimensional spaces: Sketches and approximation.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Deterministic clustering in high dimensional spaces: Sketches and approximation

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.495826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4ab8dfe1-9c6b-4848-a90d-692525e42110 · outbound

This paper cites Core-sets: An updated survey.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Core-sets: An updated survey

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.480282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3baf7b32-b27a-4119-ac64-18118fdccd91 · outbound

This paper cites Scattering and sparse partitions, and their applications.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Scattering and sparse partitions, and their applications

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.465067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9b910fe8-9d8a-42e9-b685-ce110770712f · outbound

This paper cites Salavatipour.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Salavatipour

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.449724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 232b3627-5160-496b-8932-250cdb12d544 · outbound

This paper cites A Unified Framework for Approximating and Clustering Data.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case A Unified Framework for Approximating and Clustering Data

Reference 25

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Source-reported events for the cited work

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Observation bcdf8727-bd2c-420c-b2a6-dc7d802eeeae · outbound

This paper cites Data reduction for weighted and outlier-resistant clustering.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Data reduction for weighted and outlier-resistant clustering

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.435393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d3fe1e66-3189-4fd7-8029-5805ef7ed4b4 · outbound

This paper cites Turning big data into tiny data: Constant-size coresets for k-means, pca, and projective clustering.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Turning big data into tiny data: Constant-size coresets for k-means, pca, and projective clustering

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.419564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cb1abb93-1ce1-43f2-9f78-77311dfbe392 · outbound

This paper cites an unresolved cited work.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:08:17.403389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a91edf99-da79-428b-a181-67bb890ae6b0 · outbound

This paper cites On coresets for clustering in small dimensional euclidean spaces.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case On coresets for clustering in small dimensional euclidean spaces

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.387767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 131a4656-55f3-47b2-a703-63ae547d9163 · outbound

This paper cites an unresolved cited work.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:08:17.372700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 76d0418b-47f9-4286-a43e-3fab7428b87c · outbound

This paper cites an unresolved cited work.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:08:17.357448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 63693a21-dae5-4647-8d3b-47cf20fe310b · outbound

This paper cites an unresolved cited work.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:08:17.341352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4a3241ee-0921-4b85-b00d-2076fe450985 · outbound

This paper cites Smaller coresets for k -median and k -means clustering.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Smaller coresets for k -median and k -means clustering

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.324344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e02b9ead-2739-4489-92aa-d84ca828c299 · outbound

This paper cites Fully-dynamic coresets.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Fully-dynamic coresets

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.308841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fdc0aa4d-aea2-4a84-a731-c2fc3081473c · outbound

This paper cites Coresets for constrained clustering: General assignment constraints and improved size bounds.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Coresets for constrained clustering: General assignment constraints and improved size bounds

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.292723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 383c0ec5-30a9-4a68-b161-cefc5d970455 · outbound

This paper cites On optimal coreset construction for euclidean (k, z) -clustering.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case On optimal coreset construction for euclidean (k, z) -clustering

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.275238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 384db551-60ea-4bff-8f8a-8211e0a03fdc · outbound

This paper cites Coresets for $k$-Means and $k$-Median Clustering and their Applications.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Coresets for $k$-Means and $k$-Median Clustering and their Applications

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-08T12:08:16.712876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fa4b4756-40a1-4b32-8164-79287e850a21 · outbound

This paper cites Nearly Optimal Dynamic $k$-Means Clustering for High-Dimensional Data.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Nearly Optimal Dynamic $k$-Means Clustering for High-Dimensional Data

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-08T12:08:16.088201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc34ea07-1e80-49a3-af7c-b6927bfc788f · outbound

This paper cites an unresolved cited work.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:08:17.259077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d50a686e-82d1-4d77-adb1-6b36912e715a · outbound

This paper cites Algorithms for dynamic geometric problems over data streams.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Algorithms for dynamic geometric problems over data streams

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.243104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5c62e1ce-6121-4b25-845b-05e55ba6a7fe · outbound

This paper cites an unresolved cited work.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:08:17.226350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 21df5dfb-5173-4c07-98b2-07ea5f09bff8 · outbound

This paper cites Universal approximations for tsp, steiner tree, and set cover.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Universal approximations for tsp, steiner tree, and set cover

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.210147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d1effb6d-ce0d-4935-941f-1b6721aff1a2 · outbound

This paper cites Communication complexity.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Communication complexity

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-08T12:08:16.111942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe0ffdf4-9cfd-4db5-b56e-7b00f564e66a · outbound

This paper cites On randomized one-round communication complexity.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case On randomized one-round communication complexity

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.183808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f90bed52-5e7f-4f2a-aef0-20992b916b26 · outbound

This paper cites Sussmann.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Sussmann

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.168311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0211c79e-4b1b-4144-9a01-ed5ee58bfef9 · outbound

This paper cites Coreset for line-sets clustering.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Coreset for line-sets clustering

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.152645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9f772443-5f88-4e90-917e-2f78998be1ba · outbound

This paper cites k-means clustering of lines for big data.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case k-means clustering of lines for big data

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.137103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 896f16ae-f68e-4125-b0b4-959078453335 · outbound

This paper cites Razenshteyn.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Razenshteyn

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.119478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f84f4436-eadd-4c55-88fe-c6929182d1f9 · outbound

This paper cites Coresets-methods and history: A theoreticians design pattern for approximation and streaming algorithms.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Coresets-methods and history: A theoreticians design pattern for approximation and streaming algorithms

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.076971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c04c2939-a13a-4ad9-9741-242d44a0e5b1 · outbound

This paper cites Fair coresets and streaming algorithms for fair k-means.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Fair coresets and streaming algorithms for fair k-means

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:17.018053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ef9960b6-872c-4f5e-bede-b70696575c54 · outbound

This paper cites Woodruff.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case Woodruff

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:16.884696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f656bda7-aabe-48b5-8784-1d1984929b39 · outbound

This paper cites New coresets for projective clustering and applications.

Coresets for Robust Clustering via Black-box Reductions to Vanilla Case New coresets for projective clustering and applications

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:08:16.841031Z

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