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Paper Citation Record · LEDGER

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds

As of 18 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2502.02115.

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

pith.paper-citation-record.v1
2502.02115 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T13:32:02.456730Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

32 of 32 outbound references displayed

  • verified exact2
  • verified fuzzy2
  • unresolved28
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 169e67ee-c42a-4611-8449-d0cf706b68a6 · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:32:02.735487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 18d71e26-cd38-4741-a801-efadb402eab7 · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 2

Resolution
verified exact
doi, observed 2026-08-09T13:32:02.492007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T13:32:02.369282Z digest=sha256:684dc5279be5c56db10c4484a9a80aa220b84462b3faef878cbb567946b46c58

Observation 7ad32f8e-12e0-4745-96f1-542dbaef09c6 · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:32:02.726346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T13:32:02.372213Z digest=sha256:045f87be64b66beb5e3fabc9e5d182cc5ea06ba4f72b04cbec7f09509535fe40

Observation 60bda75c-3d57-4c42-a38c-b3c50b197da8 · outbound

This paper cites Blending Advertising with Organic Content in E-Commerce: A Virtual Bids Optimization Approach.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Blending Advertising with Organic Content in E-Commerce: A Virtual Bids Optimization Approach

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-09T13:32:02.513494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T13:32:02.375076Z digest=sha256:7629e8b07df30978b379440f76cc47f651c3e1a17c7d5c5f205941e7de93dbfc

Observation 1e4cd9d0-c0ad-4f2f-911e-1a14d8deb64f · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-09T13:32:02.378349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:32:02.378349Z digest=sha256:4359c42d4ccb879ae35485b2e1aa96382612c0e9bc1668ebe58c38d409d1a75d

Observation 5e7f21d9-45f6-4b1f-b6c1-714c1ed202f2 · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:32:02.712294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation f25c2770-72dd-4ae9-94cf-24125bd42006 · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:32:02.702771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T13:32:02.384132Z digest=sha256:69fd4ef512c2e716fc22d5634c6edb2afa80c78d0763797d1cdc46a550ad0ee1

Observation 5574045e-851b-47cc-8452-a752c8904a89 · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:32:02.693747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T13:32:02.386893Z digest=sha256:8d14498feefdd6d90d4f27e6621b35813b2a6f24cbc553ac3db501df85769f8a

Observation 4392da47-5fb7-4b65-8910-2c838c12a52d · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:32:02.685431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T13:32:02.389477Z digest=sha256:f747eafc8a7bb66c864495c79d8290e36e787fe062d2d4dd7d6c85601a905e3a

Observation 86718527-8436-4d68-8c85-20e5813269d7 · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:32:02.677003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T13:32:02.391742Z digest=sha256:75a4665fccaaf28a4ff715f3b035be67a40959878a6719b713e7d6873fe347ba

Observation dbc8767b-738d-4916-a973-d848f8ed54c0 · outbound

This paper cites Online Matching: A Brief Survey.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Online Matching: A Brief Survey

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-09T13:32:02.394650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:32:02.394650Z digest=sha256:da3740f3a474a61cca7082cc8913ae9e097a4f12dbc9b6e098660f9b84cbddc3

Observation 0c8b095c-19f0-468d-ab70-9c922b789ffb · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:32:02.669427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T13:32:02.397951Z digest=sha256:b1b6d2bac1763217ebafe02f98fc841216ef80b27e335f4b4bc234e0e27cdae8

Observation e0b84442-5d37-4ab0-9da3-ba73c3725350 · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-09T13:32:02.401399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:32:02.401399Z digest=sha256:64e8806f2a32ebe3ca202b7923bee77616f7a6937f9c87cb75a7b7fcd2da90b3

Observation 9bf6446c-32df-4161-989a-e9e8d3262da8 · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:32:02.656688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 4ef20d69-bbef-4988-9a22-fe654a15b0e1 · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:32:02.649252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T13:32:02.407214Z digest=sha256:3fa729b3a0a8a08d198cc4fd5ec911cd27d0fd748c2aaa9b5000a554372c1dcd

Observation 4c5522ae-b760-4f3b-97dd-b31781b9d7fc · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:32:02.640624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T13:32:02.410302Z digest=sha256:057bb1250dac27a245234c047c43ddd2caf3e2447e0d6f0ae8fb93c899e3e319

Observation 9c87209b-c974-493a-aac5-c77f07b0720a · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-09T13:32:02.413257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:32:02.413257Z digest=sha256:ee8af699955f662899efc136f79b2dba531d4cd2c521f8c08bfe74a96b81ceb4

Observation 67db0a0b-8dc8-4a9d-967d-7898df297ca7 · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-09T13:32:02.419253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:32:02.419253Z digest=sha256:a19ebc4c8cfa52f1f5edfbf60dd74935959330f6f27aa7d14e34f0c085258ca6

Observation dd903337-9a4a-4080-8799-825a58aa11d7 · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:32:02.611364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 477bad88-da07-4e1b-97c7-cd7204d5cd29 · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:32:02.601622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 6bd55e10-d683-4bc8-b604-9bba4f2f095f · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-09T13:32:02.428020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:32:02.428020Z digest=sha256:fb3b9cde87793277dc135417e637769f1041390d2862c7ba33d07f37bbe5e00a

Observation ed712b8c-21e2-423f-bcac-cd846f14894f · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-09T13:32:02.431048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:32:02.431048Z digest=sha256:2ab30f0229fbdfb52c82215dddb9de35ff94efe9d260fbc191479c42d4e90c22

Observation 7f64e36c-41df-4131-bfbf-3d1d848881f6 · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:32:02.588290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 7795ed03-1f90-42f2-9bd2-9a15e2a0aae8 · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:32:02.579515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 07d1feb3-bad0-480c-997e-6267cbf2f98f · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:32:02.570615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation d18a985f-5d5b-4b5c-bffa-89a10857f9e4 · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:32:02.561977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation d5a6aeda-1150-4327-a461-1618e5b1ac1a · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:32:02.553141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation a4d1ec0a-39d4-4ed5-b5fd-047c14057d8c · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:32:02.544281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T13:32:02.448143Z digest=sha256:d9e7047a30b168a8adc794e9d5b5179eed4a9a8a21065ce3664f788bbc723874

Observation 638196b5-013c-483e-8049-6f10030b450a · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:32:02.535262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 5cde3b37-c0ff-4ee1-ada7-f3c658b574b3 · outbound

This paper cites an unresolved cited work.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-09T13:32:02.453917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:32:02.453917Z digest=sha256:bf1df3749649c86daa6229a5d97d9395f4d0d80d71c9527fc48d9b70a53bb7c9

Observation 55ee68e4-d522-4173-926c-a746231cd3bb · outbound

This paper cites ad views.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds ad views

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:32:02.522027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T13:32:02.456730Z digest=sha256:0ba47f6d7393b023ac5e027a955c0da0caac8c3facc2eb24ec400de73add6286

Observation aff4f54a-c2ae-4d5d-92dd-8e6e07043d4e · outbound

This paper cites In Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval.

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds In Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:32:02.625480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Pith citing papers

No inbound Pith citation observations are available.