Paper Citation Record · LEDGER

Agentic Personalisation of Cross-Channel Marketing Experiences

As of 21 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2506.16429.

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

pith.paper-citation-record.v1
2506.16429 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:30:20.043196Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

21 of 21 outbound references displayed

verified exact1
verified fuzzy0
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 61c71d5d-2061-4946-aa98-eaf020384769 · outbound

This paper cites Contrastive representations of high-dimensional, structured treatments.

Agentic Personalisation of Cross-Channel Marketing Experiences Contrastive representations of high-dimensional, structured treatments

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T19:30:19.952952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78c727f1-9f01-4b85-9949-dcd687daa64b · outbound

This paper cites an unresolved cited work.

Agentic Personalisation of Cross-Channel Marketing Experiences Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T19:30:19.958129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e24ac5e-60a4-418c-9b23-a35a1e4a9833 · outbound

This paper cites an unresolved cited work.

Agentic Personalisation of Cross-Channel Marketing Experiences Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:30:20.688336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 669c9339-69d7-403f-96fd-53f9abef8d8c · outbound

This paper cites an unresolved cited work.

Agentic Personalisation of Cross-Channel Marketing Experiences Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:30:20.674417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 38fcd5ff-4f70-4acd-b040-3a8084747c80 · outbound

This paper cites Deep Reinforcement Learning in Large Discrete Action Spaces.

Agentic Personalisation of Cross-Channel Marketing Experiences Deep Reinforcement Learning in Large Discrete Action Spaces

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T19:30:19.971647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74a95b58-db25-4eb1-8f36-7ab8ea150d06 · outbound

This paper cites Ekstrand, John T.

Agentic Personalisation of Cross-Channel Marketing Experiences Ekstrand, John T

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T19:30:19.976470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a23920d-2934-4d41-b3b0-b7fc8300c0e1 · outbound

This paper cites an unresolved cited work.

Agentic Personalisation of Cross-Channel Marketing Experiences Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:30:20.660302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 13806a02-87a5-4070-a4ef-096a01546c3f · outbound

This paper cites an unresolved cited work.

Agentic Personalisation of Cross-Channel Marketing Experiences Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T19:30:19.985826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee47d848-9063-495b-b71a-68d403ae2856 · outbound

This paper cites an unresolved cited work.

Agentic Personalisation of Cross-Channel Marketing Experiences Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:30:20.646422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 884362ea-6d4e-444f-88d7-90a12cb3508b · outbound

This paper cites an unresolved cited work.

Agentic Personalisation of Cross-Channel Marketing Experiences Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:30:20.632181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8181eb6b-6298-4f87-9f10-f3ead526c72c · outbound

This paper cites an unresolved cited work.

Agentic Personalisation of Cross-Channel Marketing Experiences Unresolved cited work

Reference 11

Resolution: verified exact; doi, observed 2026-08-15T19:30:20.109919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fe5b1b87-d820-49bf-b9d5-91e0ca594f82 · outbound

This paper cites an unresolved cited work.

Agentic Personalisation of Cross-Channel Marketing Experiences Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T19:30:20.003543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f0e06c0-8b38-47c0-8100-dfcbc0527090 · outbound

This paper cites Lakshmanan, Mitul Tiwari, and Sam Shah.

Agentic Personalisation of Cross-Channel Marketing Experiences Lakshmanan, Mitul Tiwari, and Sam Shah

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T19:30:20.008066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b0e77fe-e33b-4399-9b12-facddc907862 · outbound

This paper cites an unresolved cited work.

Agentic Personalisation of Cross-Channel Marketing Experiences Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:30:20.608459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 89f62585-f6b0-4a3c-847a-554cfa4b3195 · outbound

This paper cites Russo, Benjamin Van Roy, Abbas Kazerouni, Ian Osband, and Zheng Wen.

Agentic Personalisation of Cross-Channel Marketing Experiences Russo, Benjamin Van Roy, Abbas Kazerouni, Ian Osband, and Zheng Wen

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T19:30:20.016382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5914f48e-61d3-4349-8cf7-1abaa9edfe37 · outbound

This paper cites an unresolved cited work.

Agentic Personalisation of Cross-Channel Marketing Experiences Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T19:30:20.020629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f65c27fa-4b98-458f-aa13-de7fce5cbe53 · outbound

This paper cites an unresolved cited work.

Agentic Personalisation of Cross-Channel Marketing Experiences Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T19:30:20.025059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4add4f6-e035-4515-bd61-3e6e59067184 · outbound

This paper cites Smith, Felix Greaves, and Trishan Panch.

Agentic Personalisation of Cross-Channel Marketing Experiences Smith, Felix Greaves, and Trishan Panch

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T19:30:20.029479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8e20e2e-1382-4d4b-9a7f-87d1c4d790bd · outbound

This paper cites Thompson.

Agentic Personalisation of Cross-Channel Marketing Experiences Thompson

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T19:30:20.034276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd48740d-8f2f-4984-959b-7d78c258d16b · outbound

This paper cites an unresolved cited work.

Agentic Personalisation of Cross-Channel Marketing Experiences Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T19:30:20.038672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b25a986-4e63-458e-8738-9c98117efe49 · outbound

This paper cites Caroline Tynan and Jennifer Drayton.

Agentic Personalisation of Cross-Channel Marketing Experiences Caroline Tynan and Jennifer Drayton

Reference 21

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T19:30:20.206421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.