Paper Citation Record · LEDGER

A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users

As of 11 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2501.02961.

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

pith.paper-citation-record.v1
2501.02961 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:05:35.815527Z

measured 20 of 20 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

20 of 20 outbound references displayed

verified exact2
verified fuzzy13
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3d6c6aed-a809-4fa0-baa9-c776efa6e475 · outbound

This paper cites The likelihood principle.

A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users The likelihood principle

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:05:36.144837Z

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.

Observation e0e9afc7-8b01-41b5-8ae9-7b4c1d132df1 · outbound

This paper cites Charles, D.

A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users Charles, D

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:05:36.129978Z

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.

Observation c42230c9-9447-404c-9cd2-b1812fa5ee9a · outbound

This paper cites de Finetti.

A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users de Finetti

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:05:36.114625Z

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.

Observation 6056147b-5388-4c8d-985b-02c643e4f457 · outbound

This paper cites Some applications of causal inference in the real world.

A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users Some applications of causal inference in the real world

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:05:36.099766Z

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.

Observation c72cb965-49f1-4a3a-91de-cc54d40ba449 · outbound

This paper cites Replacing the do-calculus with Bayes rule.

A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users Replacing the do-calculus with Bayes rule

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:05:35.923502Z

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.

Observation c38db0a9-80e4-4e4a-9fd9-30a6f689021d · outbound

This paper cites Incrementality Bidding and Attribution.

A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users Incrementality Bidding and Attribution

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T22:05:35.748328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 438819a9-4d09-4799-b28f-4b6fd6cbe20f · outbound

This paper cites A survey on causal inference for recom men- dation.

A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users A survey on causal inference for recom men- dation

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:05:36.084786Z

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.

Observation 3dc748e0-e9ea-4f4b-85a6-142eb1bc6366 · outbound

This paper cites Causal diagrams for empirical research.

A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users Causal diagrams for empirical research

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T22:05:35.758733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cdebaef-035b-40c1-8042-e7cb41a2e7aa · outbound

This paper cites Robins and Wasserman respond to a nobel prize win ner, 2012.

A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users Robins and Wasserman respond to a nobel prize win ner, 2012

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:05:36.060967Z

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.

Observation fd1176b2-ea6b-4dfe-bfe5-bf6f8dba4448 · outbound

This paper cites Toward a curse of dimensionalit y ap- propriate (coda) asymptotic theory for semi-parametric models.

A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users Toward a curse of dimensionalit y ap- propriate (coda) asymptotic theory for semi-parametric models

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:05:36.046965Z

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.

Observation 2def38fc-4066-4a4f-b0ea-55dd973a46de · outbound

This paper cites Causal inference, is just inference: A beautifully simple idea that not everyone accepts.

A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users Causal inference, is just inference: A beautifully simple idea that not everyone accepts

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:05:36.032996Z

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.

Observation fd86363c-dab5-49ba-9e5a-5adce3ce42cd · outbound

This paper cites Position Paper: Why the Shooting in the Dark Method Dominates Recommender Systems Practice; A Call to Abandon Anti-Utopian Thinking.

A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users Position Paper: Why the Shooting in the Dark Method Dominates Recommender Systems Practice; A Call to Abandon Anti-Utopian Thinking

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:05:35.886677Z

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.

Observation 5f18ccc1-72cf-4ba8-ae11-c02ed08ebf95 · outbound

This paper cites The central role of the pr opensity score in observational studies for causal eﬀects.

A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users The central role of the pr opensity score in observational studies for causal eﬀects

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:05:36.017505Z

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.

Observation aa697dea-bf0b-4f4d-8979-32393271fc89 · outbound

This paper cites Comment: Which ifs have causal answers.

A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users Comment: Which ifs have causal answers

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:05:35.999857Z

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.

Observation 061b048c-877a-4cfd-8b78-7e8000b8b1df · outbound

This paper cites an unresolved cited work.

A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:05:35.984172Z

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.

Observation af80bebc-be66-4408-9068-192fc9c0aab7 · outbound

This paper cites Intensity-Free Learning of Temporal Point Processes.

A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users Intensity-Free Learning of Temporal Point Processes

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T22:05:35.797018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf12bac3-9e1e-4d99-bf78-71afd385033d · outbound

This paper cites Neural Temporal Point Processes: A Review.

A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users Neural Temporal Point Processes: A Review

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T22:05:35.801808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7550506e-0b8d-4943-9d9c-101df82b5b56 · outbound

This paper cites On an example of Larry Wasserman.

A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users On an example of Larry Wasserman

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:05:35.969672Z

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.

Observation c56cb30f-657a-49ae-8b94-8d2b2b35cbf8 · outbound

This paper cites Causal inference for recommender systems.

A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users Causal inference for recommender systems

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:05:35.954305Z

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.

Observation b15beeee-7a8b-4aff-bfa8-fda86b3fe541 · outbound

This paper cites Simple statistical gradient-following algorithms fo r connectionist reinforcement learning.

A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users Simple statistical gradient-following algorithms fo r connectionist reinforcement learning

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:05:35.939284Z

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.

Pith citing papers

No inbound Pith citation observations are available.