Paper Citation Record · LEDGER

Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:1908.08619.

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

pith.paper-citation-record.v1
1908.08619 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:56:03.092066Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T02:39:25.529310Z

Reference resolution

0 of 0 outbound references displayed

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verified fuzzy0
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External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 865ec851-e196-4ed0-a1a3-63f334a847e3 · inbound

Semivalue-based data valuation is arbitrary and gameable cites this paper.

Semivalue-based data valuation is arbitrary and gameable Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T00:56:03.092066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14abe577-a5ba-4a77-840e-99cb91743fba · inbound

A case for data valuation transparency via DValCards cites this paper.

A case for data valuation transparency via DValCards Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T21:50:21.992327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bb98c77-decb-4d4b-be09-c00eb4a77e22 · inbound

KAIROS: Scalable Model-Agnostic Data Valuation cites this paper.

KAIROS: Scalable Model-Agnostic Data Valuation Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T21:41:10.298643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51bfaa8f-36ae-45ed-84b5-ad3f1edc2868 · inbound

CompLeak: Deep Learning Model Compression Exacerbates Privacy Leakage cites this paper.

CompLeak: Deep Learning Model Compression Exacerbates Privacy Leakage Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-06T15:18:30.141599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9af9b18-a9b0-4455-84f5-d9de96378dd2 · inbound

Understanding Data Influence with Differential Approximation cites this paper.

Understanding Data Influence with Differential Approximation Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T18:28:53.778662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fa31a97-aa96-422b-a9a2-ec1a5aa544ae · inbound

In-Run Data Shapley for Adam Optimizer cites this paper.

In-Run Data Shapley for Adam Optimizer Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-03T06:10:20.071199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a467a41a-1a25-4194-9d85-e222e891d700 · inbound

Buying Data of Unknown Quality: Fisher Information Procurement Auctions cites this paper.

Buying Data of Unknown Quality: Fisher Information Procurement Auctions Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:25:58.737286Z

Source-reported events for the cited work

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

Observation 6c4fba0a-9ea6-40ec-a4b0-a809584fbab6 · inbound

Dynamic Shapley Computation cites this paper.

Dynamic Shapley Computation Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-21T06:39:43.789546Z

Source-reported events for the cited work

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

Observation ccfe9aa9-5ef5-43bf-a631-4f397bf9f5ff · inbound

Towards Provably Fair Machine Learning: Bayesian Approaches For Consistent and Transparent Predictions cites this paper.

Towards Provably Fair Machine Learning: Bayesian Approaches For Consistent and Transparent Predictions Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T10:37:56.835444Z

Source-reported events for the cited work

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

Observation f5b7da6f-91e0-4bca-b1c9-08b1452d35ac · inbound

TimeLAVA: Learning-Agnostic Valuation for Time Series Data cites this paper.

TimeLAVA: Learning-Agnostic Valuation for Time Series Data Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms

Reference 77

Resolution: verified exact; arxiv_id, observed 2026-07-04T02:39:25.530831Z

Source-reported events for the cited work

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

Observation dc5289cd-8ff5-4353-829e-6abe49b37ff5 · inbound

TimeLAVA: Learning-Agnostic Valuation for Time Series Data cites this paper.

TimeLAVA: Learning-Agnostic Valuation for Time Series Data Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms

Reference 77

Resolution: verified exact; arxiv_id, observed 2026-06-30T11:34:38.138785Z

Source-reported events for the cited work

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

Observation c61d7b94-42ad-4038-8f6c-797de1d0fd63 · inbound

An Asymptotic Analysis of the Shapley Value for Dataset Valuation cites this paper.

An Asymptotic Analysis of the Shapley Value for Dataset Valuation Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T02:56:23.522332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec824155-12a2-43c6-918f-cd18cdbb4704 · inbound

Validation-Induced Shapley Shifts: How Validation Structure Distorts Data Valuation cites this paper.

Validation-Induced Shapley Shifts: How Validation Structure Distorts Data Valuation Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T00:46:20.409088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.