Paper Citation Record · LEDGER

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective

As of 19 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 1 inbound Pith citation observation for arXiv:2505.05242.

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

pith.paper-citation-record.v1
2505.05242 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:17:30.562739Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T15:02:48.630964Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T15:04:46.226484Z

Reference resolution

60 of 60 outbound references displayed

verified exact1
verified fuzzy38
unresolved21
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 64356b2d-7f53-4cb7-a3bb-07afb2913ca2 · outbound

This paper cites Sample constrained treatment effect estimation.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Sample constrained treatment effect estimation

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.492537Z

Source-reported events for the cited work

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Observation 30ab1670-97da-4da8-b0da-502cc2d02a78 · outbound

This paper cites an unresolved cited work.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:17:31.477574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7c96a008-ccd4-42d8-b3dc-361d53a49e3e · outbound

This paper cites Gone fishing: Neural active learning with fisher embeddings.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Gone fishing: Neural active learning with fisher embeddings

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.461539Z

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Observation 66da9f1f-04d0-45b1-8c96-82e80ca62de6 · outbound

This paper cites T., Zhang, C., Krishnamurthy, A., Langford, J., and Agarwal, A.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective T., Zhang, C., Krishnamurthy, A., Langford, J., and Agarwal, A

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.445836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c5211c82-8b44-4635-9b28-39c1f1161b9f · outbound

This paper cites Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b6139271-7c4a-49f4-bf00-f34164f0acea · outbound

This paper cites Task-specific experimental design for treatment effect estimation.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Task-specific experimental design for treatment effect estimation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.430711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 38adc51c-fef6-4a35-b8d8-912f07e17848 · outbound

This paper cites J., Cunningham, W.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective J., Cunningham, W

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.415590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b31c7b07-bf28-4f4a-a3fb-a36d8854bce9 · outbound

This paper cites Active learning for personalizing treatment.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Active learning for personalizing treatment

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.400856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 70cb58e7-9c97-4db3-b4cc-38df2c94df28 · outbound

This paper cites Lecture 4: Approximation algorithms - vertex cover and set cover.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Lecture 4: Approximation algorithms - vertex cover and set cover

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.385502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 455ee21f-a22c-4a47-94e2-0253b32116f4 · outbound

This paper cites and Kashima, H.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective and Kashima, H

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.368184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dc79b6eb-52fe-478e-93ec-fb462fbfc412 · outbound

This paper cites Deep bayesian active learning with image data.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Deep bayesian active learning with image data

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.352492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cca0acbc-7f54-4250-8947-fe9e12476f6d · outbound

This paper cites an unresolved cited work.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Unresolved cited work

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 969ffe0d-b0fd-4c32-9190-22c4241c6e1e · outbound

This paper cites an unresolved cited work.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Unresolved cited work

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bf1c17fd-9c2c-432b-b2d5-084c7b4486e6 · outbound

This paper cites u ller, D., Zaverkin, V., K \.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective u ller, D., Zaverkin, V., K \

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.304614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fd639ab6-c3ae-4f39-9e97-9eb925c2dc57 · outbound

This paper cites an unresolved cited work.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Unresolved cited work

Reference 15

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Source-reported events for the cited work

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Observation ed494cde-6161-48fc-8a47-9f981f6587cd · outbound

This paper cites Identifying causal-effect inference failure with uncertainty-aware models.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Identifying causal-effect inference failure with uncertainty-aware models

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.279305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 658fbdea-0e43-4428-b35e-b0afa30d6f0f · outbound

This paper cites Quantifying ignorance in individual-level causal-effect estimates under hidden confounding.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Quantifying ignorance in individual-level causal-effect estimates under hidden confounding

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.263755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 84ef1712-fece-4f40-af64-f8ca0ad1c696 · outbound

This paper cites Causal-bald: Deep bayesian active learning of outcomes to infer treatment-effects from observational data.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Causal-bald: Deep bayesian active learning of outcomes to infer treatment-effects from observational data

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.248196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation eef5a35c-3e1d-423b-8350-14ba417dcec6 · outbound

This paper cites Deepmatch: Balancing deep covariate representations for causal inference using adversarial training.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Deepmatch: Balancing deep covariate representations for causal inference using adversarial training

Reference 19

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Source-reported events for the cited work

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Observation 0e6a2ccc-c193-4a63-a04f-8f893d06f93a · outbound

This paper cites Stochastic Batch Acquisition: A Simple Baseline for Deep Active Learning.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Stochastic Batch Acquisition: A Simple Baseline for Deep Active Learning

Reference 20

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Source-reported events for the cited work

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Observation 5ca85ef0-fa4c-4447-926c-bc4643a9c644 · outbound

This paper cites and Longbotham, R.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective and Longbotham, R

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.222419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e2bbf533-87ab-4eac-be62-7ac17a7b716d · outbound

This paper cites The mnist database of handwritten digits.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective The mnist database of handwritten digits

Reference 22

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Source-reported events for the cited work

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Observation de1d3467-3aef-40c9-8d1f-dce33fd3f18a · outbound

This paper cites Estimating treatment effects under heterogeneous interference.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Estimating treatment effects under heterogeneous interference

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.194527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b361f5f3-0732-4eba-9370-7abdc6f540e0 · outbound

This paper cites Treatment effect estimation under unknown interference.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Treatment effect estimation under unknown interference

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.178726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 13b7e0ed-a692-49d7-957f-85f186729287 · outbound

This paper cites Scalable individual treatment effect estimator for large graphs.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Scalable individual treatment effect estimator for large graphs

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.162587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0e020325-a200-4bb9-9d69-4ddf3367742e · outbound

This paper cites M., Sontag, D., Zemel, R., and Welling, M.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective M., Sontag, D., Zemel, R., and Welling, M

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.147043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 560e8367-fc2f-482e-8ba5-235bdef76374 · outbound

This paper cites Learning causal effects on hypergraphs.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Learning causal effects on hypergraphs

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.131510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7c1e5c83-5ddc-495f-890c-f46d94853197 · outbound

This paper cites and Tresp, V.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective and Tresp, V

Reference 28

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Source-reported events for the cited work

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Observation a4a34698-b7f3-4252-a803-3326ad2973d8 · outbound

This paper cites Government policy experiments and the ethics of randomization.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Government policy experiments and the ethics of randomization

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.105730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8bccf30f-c02d-4194-8fcd-c8965e17f53b · outbound

This paper cites Causality.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Causality

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2eca657b-6c02-494e-86ca-8fecbd17bb7c · outbound

This paper cites u ger, K., Hillebrecht, A., Pons-K \.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective u ger, K., Hillebrecht, A., Pons-K \

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.079289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b56777b8-b27d-4492-8246-b2a8145bd65a · outbound

This paper cites an unresolved cited work.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:17:31.063057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5add43b8-fd67-40b6-b0c8-c080698cf148 · outbound

This paper cites Budgeted heterogeneous treatment effect estimation.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Budgeted heterogeneous treatment effect estimation

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.046920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8526a199-9c24-4ad8-8077-0ffca9434edc · outbound

This paper cites Linked causal variational autoencoder for inferring paired spillover effects.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Linked causal variational autoencoder for inferring paired spillover effects

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:31.032052Z

Source-reported events for the cited work

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Observation 8c979c34-03ef-4a2f-a693-2f859fa35ee5 · outbound

This paper cites B., Chen, X., and Wang, X.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective B., Chen, X., and Wang, X

Reference 35

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Observation ebc960a6-4fbb-4c9c-941c-160056e7de99 · outbound

This paper cites M., Rotnitzky, A., and Zhao, L.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective M., Rotnitzky, A., and Zhao, L

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T23:17:30.445765Z

Source-reported events for the cited work

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Observation a736ffd9-494f-4331-b1c9-b35e00d2c302 · outbound

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Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Unresolved cited work

Reference 37

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Source-reported events for the cited work

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Observation 7dc3d4e5-f070-48ad-9f6f-5c55d31a33f8 · outbound

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Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Unresolved cited work

Reference 38

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Unavailable: canonical work link unavailable.

Observation 9649fb91-c91e-45ab-832c-b360d3058787 · outbound

This paper cites and Savarese, S.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective and Savarese, S

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:30.971930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dd23313c-18a3-4655-8b78-048a676342df · outbound

This paper cites Active learning literature survey.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Active learning literature survey

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:30.955395Z

Source-reported events for the cited work

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Observation a4bfa503-4076-4fea-bd12-2533bab8c01c · outbound

This paper cites D., and Sontag, D.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective D., and Sontag, D

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:30.937055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7e80c19f-03b2-42ff-87f3-027c516185f5 · outbound

This paper cites Adapting neural networks for the estimation of treatment effects.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Adapting neural networks for the estimation of treatment effects

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:30.921715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bcd4b435-8a60-41e1-9245-3610696eca60 · outbound

This paper cites Benchmarking Framework for Performance-Evaluation of Causal Inference Analysis.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Benchmarking Framework for Performance-Evaluation of Causal Inference Analysis

Reference 43

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Source-reported events for the cited work

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Observation a487c42b-3eb4-4956-b583-6245d3e16e41 · outbound

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Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:17:30.906078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 574168db-b4a4-4e9f-baad-370f7979bbd7 · outbound

This paper cites Active learning for decision-making from imbalanced observational data.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Active learning for decision-making from imbalanced observational data

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:30.890264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 31eac668-0f77-4800-b9dd-eb43b79faf5a · outbound

This paper cites W., Kwok, J.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective W., Kwok, J

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:30.874201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a7eea91e-8721-47c6-80a7-0b9d36a90181 · outbound

This paper cites On Feature Collapse and Deep Kernel Learning for Single Forward Pass Uncertainty.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective On Feature Collapse and Deep Kernel Learning for Single Forward Pass Uncertainty

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T23:17:30.499460Z

Source-reported events for the cited work

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Observation e88268df-154c-4694-a8df-b329ef826f60 · outbound

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Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T23:17:30.504740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ac85883-d298-4d42-8026-1e899bff4f0b · outbound

This paper cites Optimal transport for treatment effect estimation.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Optimal transport for treatment effect estimation

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:30.848233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0b17c915-220b-4d42-b7fb-70b5b239e840 · outbound

This paper cites Active learning via query synthesis and nearest neighbour search.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Active learning via query synthesis and nearest neighbour search

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:30.832253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 21f24a6e-1b40-4bfb-8182-d8cf8d39b432 · outbound

This paper cites K., Sadiq, S., and Yin, H.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective K., Sadiq, S., and Yin, H

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:30.814651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 51a631e7-90a8-419f-8508-27715483b5cb · outbound

This paper cites G., Hu, Z., Salakhutdinov, R., and Xing, E.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective G., Hu, Z., Salakhutdinov, R., and Xing, E

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:30.799553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 00217662-62dc-492c-a7c6-455a2ee927d5 · outbound

This paper cites an unresolved cited work.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Unresolved cited work

Reference 53

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Observation 323e1920-22de-481a-b2d7-aa112a830b86 · outbound

This paper cites Pool-based sequential active learning for regression.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Pool-based sequential active learning for regression

Reference 54

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Observation 972e8bca-1b20-485c-888a-a8b5087282d0 · outbound

This paper cites Representation learning for treatment effect estimation from observational data.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Representation learning for treatment effect estimation from observational data

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:30.749593Z

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Observation b760a7c2-6796-4239-ab33-17f726c1e1c6 · outbound

This paper cites Active learning through a covering lens.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Active learning through a covering lens

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:30.733060Z

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Observation fce57774-1853-4b5e-b3c2-378c381e9c55 · outbound

This paper cites Ganite: Estimation of individualized treatment effects using generative adversarial nets.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Ganite: Estimation of individualized treatment effects using generative adversarial nets

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:30.717307Z

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Observation f01f1457-1abf-42ee-9879-01b27f2d4df4 · outbound

This paper cites A Comparative Survey of Deep Active Learning.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective A Comparative Survey of Deep Active Learning

Reference 58

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Observation b3174693-4877-46d0-b6fb-bdaaa4d46506 · outbound

This paper cites Learning overlapping representations for the estimation of individualized treatment effects.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Learning overlapping representations for the estimation of individualized treatment effects

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:17:30.701744Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 70593370-2736-4332-b408-53c10b0cd319 · outbound

This paper cites write newline.

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective write newline

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-15T23:17:30.562739Z

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Pith citing papers

Observation 0e105a32-a095-4c32-a59d-db2a300dcbb8 · inbound

Treatment Effect Estimation with Differentiated Networked Effect on Graph Data cites this paper.

Treatment Effect Estimation with Differentiated Networked Effect on Graph Data Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective

Reference 87

Resolution: verified exact; arxiv_id, observed 2026-06-30T15:04:46.228025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.