Paper Citation Record · LEDGER

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth

As of 10 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2507.05510.

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

pith.paper-citation-record.v1
2507.05510 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:34:01.816574Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

34 of 34 outbound references displayed

verified exact1
verified fuzzy2
unresolved30
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2689d7d2-8779-43b8-9ec1-e26c42649051 · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T19:33:59.286114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08ea814b-7077-4a66-9651-1809ec385118 · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T19:33:59.340395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b79fb8b-48cc-433c-a4ab-dc335887394f · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T19:33:59.393483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf2e7c83-845f-40fe-a413-1997a38e409e · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T19:33:59.433087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47a9ed73-8195-4ac1-8854-0ace93ae80df · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T19:33:59.494575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 955ad1da-96fe-45c9-a059-3503d8c7db51 · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T19:33:59.553868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3466bc1-a0bc-4f05-bcd6-69e9e3dde368 · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T19:33:59.628545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fed511fe-61f8-4fe4-af53-61595d6a53d0 · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T19:33:59.678016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b43dc771-02f9-4e12-98d7-d357167cb293 · outbound

This paper cites Hanna, Scott D.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Hanna, Scott D

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T19:33:59.751655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe75b161-f9fc-49f0-a9c6-ece32f14a5eb · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T19:33:59.827937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fbb099d-48c6-46f8-b2b6-60a93da7c43f · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:33:59.883914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4217118-7e6c-4082-8458-16e1345508e1 · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:34:03.205859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8455a77a-8d33-4850-9f39-af8ada26b6d0 · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:34:03.076162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c0b1450b-8391-4784-af92-852263e72a6f · outbound

This paper cites Meta-learners for Estimating Heterogeneous Treatment Effects using Machine Learning.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Meta-learners for Estimating Heterogeneous Treatment Effects using Machine Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T19:34:00.144149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0a98738-e73f-4874-9139-ec7cc3428787 · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T19:34:00.190352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8647d38-8d8e-4095-8291-4102a93ae730 · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T19:34:00.267811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efb541a6-bf19-4040-b786-17d28c2ecaa6 · outbound

This paper cites Explore-Exploit: A Framework for Interactive and Online Learning.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Explore-Exploit: A Framework for Interactive and Online Learning

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:34:02.012392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c9c9805f-b71b-415c-aec4-953331620262 · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T19:34:00.409274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88b094e4-e4c5-43c3-a86c-4b0aae230c65 · outbound

This paper cites Lunceford and M.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Lunceford and M

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T19:34:00.494444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5319baec-f47a-4580-8b5d-a6c46bbfcace · outbound

This paper cites Manzoor and Leman Akoglu.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Manzoor and Leman Akoglu

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T19:34:00.540713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86de5618-1729-439b-9f8e-13c39fe95ab7 · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:34:02.841709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 112e11fd-1ff4-4902-8843-2bbe44f8e485 · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:34:02.657219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 136c555f-25b3-4cf5-8547-bb111d51b803 · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T19:34:00.808017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0bd797a-1f36-46eb-bc9e-95d00616ecb8 · outbound

This paper cites Nocedal and S.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Nocedal and S

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T19:34:00.953703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a0dcd16-706c-4bcb-9b12-7bdc471f54e9 · outbound

This paper cites Some methods for heterogeneous treatment effect estimation in high-dimensions.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Some methods for heterogeneous treatment effect estimation in high-dimensions

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T19:34:01.016397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebb1de7b-3638-4377-a4a4-45dc1d42aa5e · outbound

This paper cites and Rubin D.B.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth and Rubin D.B

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:34:02.536892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 32763137-b6d3-47e4-b953-968a1ad8dd60 · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T19:34:01.183084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4739d29-937c-4845-ae42-4590fc4c9dc8 · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T19:34:01.300982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76c5faaf-37d0-4732-9500-ef580000d043 · outbound

This paper cites Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T19:34:01.454202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c7a59b4-e74e-420c-8cb4-27ed87947b8a · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:34:02.370238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 37d226e3-f98a-4085-9929-f74a7b40470a · outbound

This paper cites Vafeiadis, K.I.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Vafeiadis, K.I

Reference 31

Resolution: malformed identifier; no resolver link, observed 2026-08-06T19:34:01.628953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d45b3c4-9228-48f4-b173-2ad728006b4d · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T19:34:01.688268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 351db8a5-7228-419f-b8ae-141810060f67 · outbound

This paper cites an unresolved cited work.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:34:02.267017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5053e90a-dd9c-4416-8a28-6f41031ed7ba · outbound

This paper cites We pre-filter and only consider two types of forests: ‘Spruce-Fir’ and ‘Lodgepole Pine ’, and use data for all forests above the median elevation.

Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth We pre-filter and only consider two types of forests: ‘Spruce-Fir’ and ‘Lodgepole Pine ’, and use data for all forests above the median elevation

Reference 2007

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:34:02.137899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.