Paper Citation Record · LEDGER

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects

As of 10 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2507.05511.

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

pith.paper-citation-record.v1
2507.05511 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:31:06.205323Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

46 of 46 outbound references displayed

verified exact6
verified fuzzy3
unresolved35
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 455e8618-8319-4de5-a3c1-22ce8f8f865b · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:07.364960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4eab926f-8796-404e-a3b1-922374714297 · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:07.345884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1d4b95a2-2f4a-435c-b7d4-bc997d93130c · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:07.328436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation de1bebb7-f4de-41cd-9550-4c972148bd57 · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-06T19:31:06.343871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 822443b1-ee57-4c82-a7d9-81c16560c4ef · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:07.309080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4110439e-d0dc-4d9a-b701-7f3bd30cc155 · outbound

This paper cites Improving usual Naive Bayes classifier performances with Neural Naive Bayes based models.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Improving usual Naive Bayes classifier performances with Neural Naive Bayes based models

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:31:06.705019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b1ef1e03-3bd0-4b2b-836b-e106ebf038ee · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:07.288144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 77728315-06d1-4c54-b3f7-95470fafc572 · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T19:31:01.513526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f64f435-aa49-4867-a41a-29732f865d47 · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T19:31:01.763318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86f85630-5169-480b-8f6e-d6deff297ed6 · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T19:31:01.912256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 689b10dc-5ca8-4d6e-8908-2ab6c2c2e19a · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:31:02.035601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0cb9cb4-fa4b-48ba-9813-76cd35442786 · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:07.234438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6f144b39-9c85-45b1-932d-62851f9c5f99 · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:07.215210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 07411e06-d29c-4de9-a9af-20d2ee0633b9 · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:07.194987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dfa33bb0-7ab3-47e1-9c26-2a7840771f7e · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:07.175592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4db9e4fa-edf3-4bff-b4f5-d67889f76b13 · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:07.147381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 377d70cd-0abd-4dca-a249-00cbfe3e3e37 · outbound

This paper cites Hanna, Scott D.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Hanna, Scott D

Reference 17

Resolution: verified exact; doi, observed 2026-08-06T19:31:06.309951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4b1958f3-f788-4884-98c0-7e41d4cfb188 · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T19:31:03.349302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2cfa635-2fef-48dd-914c-cb402cc9aa9c · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T19:31:03.524432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b79de90d-6101-44ab-8727-ea41cf08547f · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:07.108007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c24b6269-7efe-47fb-b6ed-cfc126645557 · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:07.085699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ac4ce7fe-28fe-4640-90c7-1c80d397a00d · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:07.059692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 230d5e13-bd36-4e18-a645-823d57525645 · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:07.036157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7088ba3b-a0f5-4bba-a77c-6248bf966195 · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:07.011347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 82fed6da-5667-48f3-a976-6b0826f905b8 · outbound

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

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Meta-learners for Estimating Heterogeneous Treatment Effects using Machine Learning

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:31:06.464760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c2763819-0b6d-4308-9a2c-e1af253b29fb · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:06.990793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 92d4d560-430b-4d8d-94f2-6eeb501d6d49 · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:06.970578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 672d5680-97ea-49f2-9d04-4428b80fee17 · outbound

This paper cites Lunceford and M.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Lunceford and M

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:31:06.948868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2e298445-ffd3-481b-b7f6-36ec46b80a2b · outbound

This paper cites Manzoor and Leman Akoglu.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Manzoor and Leman Akoglu

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:31:06.930058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3a753c5c-0721-459f-839d-ebbd23499316 · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:06.908438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f755ddb6-8bcf-4ba2-9cb3-2ef76517d6b2 · outbound

This paper cites Nocedal and S.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Nocedal and S

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:31:06.888710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9dcaaa83-3ea9-4b2a-827a-89cc583a4f7d · outbound

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

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Some methods for heterogeneous treatment effect estimation in high-dimensions

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:31:06.439670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 31cff772-66fd-479b-afc7-b96be6c8f513 · outbound

This paper cites ROSENBAUM and DONALD B.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects ROSENBAUM and DONALD B

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c6e8df4-3c4b-4a08-b856-8e8de17d9426 · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:06.867864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cf124d6c-0ce2-4147-993d-116ae04fea6e · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:06.840189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8d755886-a678-4bb5-ae06-03b9152c3d1e · outbound

This paper cites Estimating individual treatment effect: generalization bounds and algorithms.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Estimating individual treatment effect: generalization bounds and algorithms

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T19:31:05.448004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 209a0434-f4f4-4d77-b6ff-de19c7fba4d5 · outbound

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

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T19:31:05.603437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0496cfc6-6867-4bf1-8caa-1e358cb78d22 · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:06.821475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b313c1a8-9d38-476c-b218-1d40fa31bb62 · outbound

This paper cites End-to-End Cost-Effective Incentive Recommendation under Budget Constraint with Uplift Modeling.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects End-to-End Cost-Effective Incentive Recommendation under Budget Constraint with Uplift Modeling

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:31:06.370540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 380258fc-e0b4-424d-9a57-65c5bc029c5f · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:06.801234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5e8c8778-6d64-4457-955e-58b3beca4291 · outbound

This paper cites Vafeiadis, K.I.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Vafeiadis, K.I

Reference 41

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0a6a7f19-06bf-4a6f-a283-54893e2a5db6 · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:06.781117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 49149b64-744e-4723-8687-936d73266854 · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:06.762768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 13fd05de-521b-44d6-87ff-8158fed05548 · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:06.744952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cdc08ac5-3bd8-4d68-8e1d-9791509c3e3c · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:31:06.725828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ba690fe0-eb7f-47c0-93bf-0267e4db438d · outbound

This paper cites an unresolved cited work.

Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects Unresolved cited work

Reference 46

Resolution: malformed identifier; no resolver link, observed 2026-08-06T19:31:06.205323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.