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Paper Citation Record · LEDGER

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds

As of 11 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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-09T13:32:02.369282Z digest=sha256:4fda0773d4f9bebca80c5fdb2be7ce69f8a8fd7111addb937a8e462e5bdc161e

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-09T13:32:02.372213Z digest=sha256:90d3797fc34182599ca1e6851a511d8eaf622e751365f297fe285a2965e84932

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-09T13:32:02.375076Z digest=sha256:c50cda06bcf5ad797cb3aac185517ae3878981fb79cc156faa193f209543a06d

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=sha256:01607ecda3a50e940e4d08c8ceab681c934f99a87c78422bb36735dac5051bbe

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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-09T13:32:02.384132Z digest=sha256:d263442ccba07994daff9346837893fd40d33c83e374522c682fc17b990faa7f

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-09T13:32:02.386893Z digest=sha256:4e2fa1ad9c71ef7495c8d5720370091574d9f06a70d760da1469ba97d106f278

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-09T13:32:02.389477Z digest=sha256:ebb250986e51bc89e499b21c8222761c48a64d78e568201bb2b2cc47f88a8a7c

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 2026-08-11T06:34:44.6726+00:00.

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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=sha256:6db97c916c9ffb6f7abf8aa0b63d6197ee1374034c6081668d078f4a4d281c85

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 2026-08-11T06:34:44.6726+00:00.

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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=sha256:1d9483961e4f7e9e5d7d03995ba40a0100a61708cd34997173c2f8d6f4dd3add

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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-09T13:32:02.407214Z digest=sha256:644dfda9b73671f8758778b060dd51bfbf9af2966e5e947777aa1bd68be3487b

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 2026-08-11T06:34:44.6726+00:00.

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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=sha256:16e87dc47d01ce5cc1c4d49dcc93ff33b5cfab2155c957853a581a001d0baaf6

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:f2395966e3c52f90cdc5a374ef4f02147b4a74a7e78203e791190f2799cc92c8

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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+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.

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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
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+00:00.

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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 2026-08-11T06:34:44.6726+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.

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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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-09T13:32:02.456730Z digest=sha256:d464b363ea4abfe9c31f21f5d7908b77c871735d0dfb54ae76556468aa94f1d0

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 2026-08-11T06:34:44.6726+00:00.

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Pith citing papers

No inbound Pith citation observations are available.