Paper Citation Record · LEDGER

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing

As of 16 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2502.15697.

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

pith.paper-citation-record.v1
2502.15697 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:21:30.537682Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

43 of 43 outbound references displayed

verified exact1
verified fuzzy2
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ac1b3b86-0c0b-4f52-b6c5-8d6207f400c9 · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T22:21:30.236384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f843789-00fe-4be5-9edf-d73d1faedb8f · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:31.164301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7188f7c6-b525-4e82-8145-6705dfb6adeb · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:31.147887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 37edbc5c-8405-4ce8-be20-aa67fa08d66f · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:31.116390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7d444c82-acf0-459b-8f01-8f7d756c7766 · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:31.101060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 37a2a4c7-486a-4ebc-a186-585c60cb1204 · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:31.084906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b8ca0a5b-76ee-4f0c-807d-0acaa6fcedc4 · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:31.068267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a5908513-819f-4819-adc0-fbc6dbdc0abc · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T22:21:30.275866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab20bb4b-e08c-4cfc-a937-611bd79262d3 · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:31.041670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4749aeea-f9f0-43fb-a5ad-b71a1e689b16 · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T22:21:30.290960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04ea63a6-740b-4cf1-9ac0-dd81760c6355 · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:31.000435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 70561f79-ce12-4b30-8b71-c72d278cf2a9 · outbound

This paper cites Making Large Language Models Better Knowledge Miners for Online Marketing with Progressive Prompting Augmentation.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Making Large Language Models Better Knowledge Miners for Online Marketing with Progressive Prompting Augmentation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T22:21:30.304824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12c63d3a-5c41-4a18-8fb0-bb5fc9b9d6ce · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T22:21:30.309547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6013135-a4a6-4e84-b15c-1c5bbcdd38eb · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:30.975690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f052e530-a2b8-4ae9-874a-17efd5a0133c · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:30.960169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 63057ed4-12b7-4f99-ba94-9d01a073ab14 · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:30.944567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2108af26-c6ee-49d1-8034-69c67f3b085e · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T22:21:30.432526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10b39c3a-3fda-4e11-bb54-4a14aaaf5136 · outbound

This paper cites Explicit Feature Interaction-aware Uplift Network for Online Marketing.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Explicit Feature Interaction-aware Uplift Network for Online Marketing

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T22:21:30.437301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82b61f62-ce41-46a4-bf84-02d0cf46fd84 · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:30.918846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e77260e9-5785-4d4f-b3e5-1475e7342247 · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T22:21:30.447216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1822343-5c83-4871-b026-5f91b74cb759 · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:30.878376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f13f18e2-1b58-4ad9-a14a-d7feb08e6a96 · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:30.863579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6426ba79-6855-4182-8740-0bd200aa94aa · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:30.848229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1629e9ba-349a-4ebf-b597-9512aa390868 · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T22:21:30.470230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7992c184-a9ca-445d-81bb-d74ca2d8e70c · outbound

This paper cites Adapting Neural Networks for Uplift Models.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Adapting Neural Networks for Uplift Models

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5ed1e509-eb4e-42bf-9743-f092024206ab · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T22:21:30.479650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c168254a-f710-474d-96f7-a98f75b5ec6e · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:30.813233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4320743a-5d62-4d0c-ab91-f5d25ba13b42 · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:30.798234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 86728942-ca10-4786-9172-fdea1630d0f8 · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T22:21:30.493273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7b59720-f660-4897-9860-7e0a8d3699e0 · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:30.773575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7790f2e9-79b4-4ba3-b7b3-dcacd442e410 · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T22:21:30.502074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1ea936a-b1e0-4369-8e60-fa81f88436aa · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T22:21:30.506528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a20d2e36-7476-476d-8302-398ea725daba · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:30.738206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 20b1bcb4-01fc-4ea7-9597-6d66273cb2d0 · outbound

This paper cites Robustness-enhanced Uplift Modeling with Adversarial Feature Desensitization.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Robustness-enhanced Uplift Modeling with Adversarial Feature Desensitization

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T22:21:30.515517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b04adacd-514f-494b-9a01-0480683754cf · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:30.722557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e26a7693-3a83-480c-b49d-53ea951e8287 · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T22:21:30.524515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3a79853-e2c0-447b-9796-448880755653 · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:30.695667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation eee37666-8429-4046-89e0-1558e6854295 · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:30.679507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5090cec0-4235-40aa-855b-276060eee8c1 · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:30.664412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3e14cd4b-2182-4776-8a9e-2084faa115b5 · outbound

This paper cites an unresolved cited work.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing Unresolved cited work

Reference 2018

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:21:31.016813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ce21fb95-b7de-4653-8d6e-ce86ccdb244f · outbound

This paper cites CausalML: Python Package for Causal Machine Learning.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing CausalML: Python Package for Causal Machine Learning

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-10T22:21:30.280627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d3c3402-68e3-4390-a023-77977c9115ea · outbound

This paper cites The Annals of Applied Statistics 15, 3 (2021), 1247–1272.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing The Annals of Applied Statistics 15, 3 (2021), 1247–1272

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:21:31.131620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 355bcb94-4444-4418-adbe-8e9039172771 · outbound

This paper cites In ACM SIGGRAPH 2022 Conference Proceedings.

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing In ACM SIGGRAPH 2022 Conference Proceedings

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:21:30.893636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.