Paper Citation Record · LEDGER

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units

As of 10 August 2026, this Paper Citation Record lists 77 of 77 outbound references and 3 inbound Pith citation observations for arXiv:2501.19345.

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

pith.paper-citation-record.v1
2501.19345 v2

Coverage vector

measured 77 of 77 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T20:35:42.735941Z

measured 80 of 80 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:09:41.184819Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T16:08:37.738969Z

Reference resolution

77 of 77 outbound references displayed

verified exact0
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unresolved37
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 967728c5-5b76-4819-be05-580716621b13 · outbound

This paper cites Gruber, and Samiran Sinha.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Gruber, and Samiran Sinha

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.776181Z

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Observation e4e28e20-abfe-46a0-bd28-c4f6b7a94ded · outbound

This paper cites Alaa and Mihaela van der Schaar.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Alaa and Mihaela van der Schaar

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.761082Z

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Observation 3742ce6c-7d4e-4fa0-bd35-2235b6712b02 · outbound

This paper cites an unresolved cited work.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Unresolved cited work

Reference 3

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Observation f373ea5b-8168-4955-adb5-201cc1d8155c · outbound

This paper cites Learning from positive and unlabeled data under the selected at random assumption.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Learning from positive and unlabeled data under the selected at random assumption

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.738039Z

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Observation 8d04f6f4-b89e-4f2e-8c21-c691d6307922 · outbound

This paper cites Learning from positive and unlabeled data: a survey.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Learning from positive and unlabeled data: a survey

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.723675Z

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Observation de0dc447-9348-4405-90e9-9d3392d93fa2 · outbound

This paper cites Black, Paul J.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Black, Paul J

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.709666Z

Source-reported events for the cited work

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Observation 296b6cb2-ca3a-417f-bfcf-85ad3fe135a2 · outbound

This paper cites A General Framework for Treatment Effect Estimation in Semi-Supervised and High Dimensional Settings.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units A General Framework for Treatment Effect Estimation in Semi-Supervised and High Dimensional Settings

Reference 7

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Observation 70bfb61b-d779-4380-aeec-390c7b96f280 · outbound

This paper cites Double/debiased machine learning for treatment and structural parameters.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Double/debiased machine learning for treatment and structural parameters

Reference 8

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Observation c936d2c5-99bb-4e63-9906-6c80d49cca67 · outbound

This paper cites Nonparametric estimation of heterogeneous treatment effects: From theory to learning algorithms.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Nonparametric estimation of heterogeneous treatment effects: From theory to learning algorithms

Reference 9

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Observation c214e83b-d262-45fe-b35c-a559891f96d5 · outbound

This paper cites Sugiyama.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Sugiyama

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.678173Z

Source-reported events for the cited work

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Observation 4b8e9ae7-bcb0-4258-896c-e7112da4723e · outbound

This paper cites Analysis of learning from positive and unlabeled data.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Analysis of learning from positive and unlabeled data

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.663853Z

Source-reported events for the cited work

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Observation 94e9d3b5-4dd5-45a4-89a0-45b6de841465 · outbound

This paper cites Niu, and Masashi Sugiyama.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Niu, and Masashi Sugiyama

Reference 12

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Observation b8d4e193-cddb-4d93-924f-674274c7e8a1 · outbound

This paper cites Learning classifiers from only positive and unlabeled data.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Learning classifiers from only positive and unlabeled data

Reference 13

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Observation 1cb1f84e-5e68-40e2-93d9-7998470fc79b · outbound

This paper cites On the role of the propensity score in efficient semiparametric estimation of average treatment effects.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units On the role of the propensity score in efficient semiparametric estimation of average treatment effects

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T20:35:42.436193Z

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Observation 55a57b7c-1c77-41bc-995d-19f0a64cb551 · outbound

This paper cites Learning disentangled representations for counterfactual regression.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Learning disentangled representations for counterfactual regression

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.611448Z

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Observation d7368c57-d2de-4bb7-bdb7-2a6e56acc689 · outbound

This paper cites Mismeasured variables in econometric analysis: Problems from the right and problems from the left.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Mismeasured variables in econometric analysis: Problems from the right and problems from the left

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.594861Z

Source-reported events for the cited work

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Observation 2dfea602-9f1b-4f1d-b13c-5cbc22dd3a6d · outbound

This paper cites Heckman, Hidehiko Ichimura, and Petra E.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Heckman, Hidehiko Ichimura, and Petra E

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.580326Z

Source-reported events for the cited work

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Observation b0966019-213d-49f3-8bb4-1cd8645b8c55 · outbound

This paper cites A paradox concerning nuisance parameters and projected estimating functions.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units A paradox concerning nuisance parameters and projected estimating functions

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.566002Z

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Observation 5322d804-74ed-420b-b642-003b1d700cc9 · outbound

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PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Unresolved cited work

Reference 19

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Observation eef72b45-bfd7-4f6e-949d-b92a435dbe53 · outbound

This paper cites Efficient estimation of average treatment effects using the estimated propensity score.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Efficient estimation of average treatment effects using the estimated propensity score

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.536989Z

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Observation 2316c953-9474-4ef7-84f6-1c5c63bc6d11 · outbound

This paper cites Horvitz and Donovan J.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Horvitz and Donovan J

Reference 21

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Observation a78297ac-d2cc-4c2f-8c40-f206a3313b7e · outbound

This paper cites Classification from positive, unlabeled and biased negative data.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Classification from positive, unlabeled and biased negative data

Reference 22

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Observation e66c0ce3-c298-4268-9a88-155d544aedcd · outbound

This paper cites Imbens and Tony Lancaster.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Imbens and Tony Lancaster

Reference 23

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Observation c672664a-be13-4eb8-b7eb-e376788b465d · outbound

This paper cites Imbens and Donald B.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Imbens and Donald B

Reference 24

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Observation cfae4fb4-f641-43c5-beba-41605f127b7b · outbound

This paper cites Imbens and Jeffrey M.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Imbens and Jeffrey M

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.479881Z

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Observation 0de924aa-18c6-4fa9-ae5a-bfc27163b0ee · outbound

This paper cites Johansson, Uri Shalit, and David Sontag.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Johansson, Uri Shalit, and David Sontag

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.465833Z

Source-reported events for the cited work

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Observation 8d1ba186-284d-4d9d-9953-95e451b0ef05 · outbound

This paper cites A least-squares approach to direct importance estimation.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units A least-squares approach to direct importance estimation

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.451254Z

Source-reported events for the cited work

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Observation ca51d922-5173-4578-b4f9-c1552ea92ad4 · outbound

This paper cites Non-negative bregman divergence minimization for deep direct density ratio estimation.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Non-negative bregman divergence minimization for deep direct density ratio estimation

Reference 28

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Observation 542c1729-5882-44fd-8e94-0dc856b23598 · outbound

This paper cites Alternate Estimation of a Classifier and the Class-Prior from Positive and Unlabeled Data.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Alternate Estimation of a Classifier and the Class-Prior from Positive and Unlabeled Data

Reference 29

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Observation 09ded72f-b84b-49ad-9c7c-e44d341ac03e · outbound

This paper cites Learning from positive and unlabeled data with a selection bias.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Learning from positive and unlabeled data with a selection bias

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.427855Z

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Observation 81a9b4cf-02df-4345-9f51-cff166982cb7 · outbound

This paper cites Efficient Adaptive Experimental Design for Average Treatment Effect Estimation.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Efficient Adaptive Experimental Design for Average Treatment Effect Estimation

Reference 31

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Observation 5a6fa5cb-659f-41b6-b689-08e318f27774 · outbound

This paper cites The adaptive doubly robust estimator and a paradox concerning logging policy.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units The adaptive doubly robust estimator and a paradox concerning logging policy

Reference 32

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This paper cites Active adaptive experimental design for treatment effect estimation with covariate choice.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Active adaptive experimental design for treatment effect estimation with covariate choice

Reference 33

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Observation db29d00f-86c5-4dd2-89b9-847c321910be · outbound

This paper cites Semiparametric theory and empirical processes in causal inference.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Semiparametric theory and empirical processes in causal inference

Reference 34

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PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Unresolved cited work

Reference 35

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This paper cites Semiparametric doubly robust targeted double machine learning: a review.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Semiparametric doubly robust targeted double machine learning: a review

Reference 36

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Observation 7f470fe4-7d40-4bc4-af33-b5a93acefe93 · outbound

This paper cites Kennedy, Sivaraman Balakrishnan, James M.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Kennedy, Sivaraman Balakrishnan, James M

Reference 37

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Observation c50d49c9-454e-49c2-a836-875d8703fbe1 · outbound

This paper cites Positive-unlabeled learning with non-negative risk estimator.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Positive-unlabeled learning with non-negative risk estimator

Reference 38

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Observation 8fdd3e04-11e3-49dd-a5f7-9fcffdbb95ca · outbound

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PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Unresolved cited work

Reference 39

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Observation 8a4212ee-16a5-423b-851d-f279304ef70d · outbound

This paper cites Estimating conditional average treatment effects with missing treatment information.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Estimating conditional average treatment effects with missing treatment information

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.358494Z

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Observation d2999b55-b53b-459f-ba88-97527e81e3aa · outbound

This paper cites Case-control studies with contaminated controls.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Case-control studies with contaminated controls

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.343901Z

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Observation 2550f7d2-aaf2-426d-9165-444a2c06660d · outbound

This paper cites Estimation of average treatment effects with misclassification.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Estimation of average treatment effects with misclassification

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.328358Z

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Observation 3066a95c-b5d0-4c7c-a975-bf187ee4cd99 · outbound

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PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Unresolved cited work

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PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Identification and estimation of regression models with misclassification

Reference 44

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PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Unresolved cited work

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PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Unresolved cited work

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PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Missing treatments

Reference 47

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Observation 70d43125-557d-402e-b373-afe56df4c9d0 · outbound

This paper cites Sur les applications de la theorie des probabilites aux experiences agricoles: Essai des principes.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Sur les applications de la theorie des probabilites aux experiences agricoles: Essai des principes

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PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Nie and S

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.229384Z

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Observation 4ebb286e-323f-4128-a66a-8731384154ff · outbound

This paper cites Theoretical comparisons of positive-unlabeled learning against positive-negative learning.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Theoretical comparisons of positive-unlabeled learning against positive-negative learning

Reference 50

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PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Mixture proportion estimation via kernel embeddings of distributions

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.205991Z

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Observation 91ea025f-12c8-4173-b222-b61e7a3c233a · outbound

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PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Unresolved cited work

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PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Unresolved cited work

Reference 53

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Observation 003136b6-a9b8-4aed-8eda-e80709c1cc9b · outbound

This paper cites Semi-supervised classification based on classification from positive and unlabeled data.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Semi-supervised classification based on classification from positive and unlabeled data

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.166788Z

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 90eed67c-8ddd-4837-bae5-d1c401bac772 · outbound

This paper cites Nonparametric regression using deep neural networks with relu activation function.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Nonparametric regression using deep neural networks with relu activation function

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.151781Z

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 252e30c2-38f9-426e-8cc3-c7b3562c27cb · outbound

This paper cites Introduction to modern causal inference, 2024.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Introduction to modern causal inference, 2024

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.135424Z

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 269e1a25-888f-4ce7-bcdc-6c01469a7cbf · outbound

This paper cites Johansson, and David Sontag.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Johansson, and David Sontag

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.119920Z

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 b61eba71-a55f-4d17-9cf2-9fd4220ed559 · outbound

This paper cites Blei, and Victor Veitch.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Blei, and Victor Veitch

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.104014Z

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 f0ad71fb-074e-4af2-bf01-9fe6f27e2641 · outbound

This paper cites Scott Cardell.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Scott Cardell

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.089243Z

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 98c924a0-0df3-46a7-b8eb-7735b2de172a · outbound

This paper cites Direct importance estimation for covariate shift adaptation.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Direct importance estimation for covariate shift adaptation

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.074494Z

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 3141bd38-d073-4226-82ff-da539e4ce24b · outbound

This paper cites Density Ratio Estimation in Machine Learning.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Density Ratio Estimation in Machine Learning

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-09T20:35:42.658935Z

Source-reported events for the cited work

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Observation aa1404c1-86de-46a8-88a1-e4e8fe45b6af · outbound

This paper cites Machine Learning from Weak Supervision: An Empirical Risk Minimization Approach (Adaptive Computation and Machine Learning series).

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Machine Learning from Weak Supervision: An Empirical Risk Minimization Approach (Adaptive Computation and Machine Learning series)

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.050793Z

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 a8a4dd06-1f0f-4d07-b706-16520c85f969 · outbound

This paper cites Learning from biased positive-unlabeled data via threshold calibration.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Learning from biased positive-unlabeled data via threshold calibration

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:43.035102Z

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 003086cf-bbcc-40c3-acd0-a69565523174 · outbound

This paper cites an unresolved cited work.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-09T20:35:43.019154Z

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 1b6e6add-3079-481c-b2f6-4265628b800f · outbound

This paper cites Tsybakov.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Tsybakov

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-09T20:35:42.677310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dfd9e8e-5825-4f42-8d55-3c2e32b3defd · outbound

This paper cites Off-policy evaluation and learning for external validity under a covariate shift.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Off-policy evaluation and learning for external validity under a covariate shift

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-09T20:35:42.682112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3c163dd-305e-4505-b139-2197e350a5b8 · outbound

This paper cites Targeted maximum likelihood learning, 2006.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Targeted maximum likelihood learning, 2006

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:42.984433Z

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 af8d196f-d538-4346-90a6-4941aa9191a8 · outbound

This paper cites van der Vaart.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units van der Vaart

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-09T20:35:42.691586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c0dc394-7d57-4f26-a362-df27fa1e9525 · outbound

This paper cites van der Vaart.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units van der Vaart

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:42.960487Z

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 3b190410-1512-486a-a7af-fb90e196d4ec · outbound

This paper cites Estimation and inference of heterogeneous treatment effects using random forests.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Estimation and inference of heterogeneous treatment effects using random forests

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-09T20:35:42.701523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cffedeb9-c0c3-459e-8dec-51493c978f75 · outbound

This paper cites Wooldridge.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Wooldridge

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-09T20:35:42.706206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c865442-7b71-48c7-bf73-c68b66979776 · outbound

This paper cites Uplift modeling from separate labels.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Uplift modeling from separate labels

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:42.925109Z

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 70b53f8a-7936-4595-b7e3-77fcfab97226 · outbound

This paper cites Doubly robust calibration of prediction sets under covariate shift.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Doubly robust calibration of prediction sets under covariate shift

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:42.910299Z

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 47243bb7-8037-476d-ab64-593f4cec59d1 · outbound

This paper cites Causal inference with missing exposure information: Methods and applications to an obstetric study.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Causal inference with missing exposure information: Methods and applications to an obstetric study

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:42.895362Z

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 eb62ebdb-2ade-46f8-874f-2d3a1482fe92 · outbound

This paper cites To adjust or not to adjust? estimating the average treatment effect in randomized experiments with missing covariates.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units To adjust or not to adjust? estimating the average treatment effect in randomized experiments with missing covariates

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:42.880387Z

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 b378e866-7db4-4943-a1a1-2fddf9ce9c41 · outbound

This paper cites Cross-validated targeted minimum-loss-based estimation.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units Cross-validated targeted minimum-loss-based estimation

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:35:42.863428Z

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 fa891cfe-631b-4768-80a9-0042e332d304 · outbound

This paper cites write newline.

PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units write newline

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-09T20:35:42.735941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 05fda294-323d-4740-8884-27b7cd4df398 · inbound

Positive-Unlabeled Learning for Control Group Construction in Observational Causal Inference cites this paper.

Positive-Unlabeled Learning for Control Group Construction in Observational Causal Inference PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:41.184819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57dac9bf-d5ff-4ee0-a2fa-e0efff696e90 · inbound

Semi-Supervised Treatment Effect Estimation with Unlabeled Covariates for Prediction-Powered Causal Inference cites this paper.

Semi-Supervised Treatment Effect Estimation with Unlabeled Covariates for Prediction-Powered Causal Inference PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-17T23:50:31.415292Z

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 66cefcc0-3e55-4ebd-b9b1-f66ab81ef694 · inbound

Prediction-Powered Causal Inference by Automatic Debiased Machine Learning and Semi-Supervised Riesz Regression cites this paper.

Prediction-Powered Causal Inference by Automatic Debiased Machine Learning and Semi-Supervised Riesz Regression PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-07-03T16:08:37.740507Z

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.