Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T05:12:23.176338Z
Paper Citation Record · LEDGER
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization
As of 11 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2508.02183.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
25 of 25 outbound references displayed
- verified exact2
- verified fuzzy5
- unresolved18
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d19ded53-520f-491a-9ee3-9d3c46b33c9e · outbound
This paper cites , " * write output.state after.block = add.period write newline.
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization , " * write output.state after.block = add.period write newline
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:12:21.395753Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f43b7b52-ac3c-421f-ad65-11c59081301c · outbound
This paper cites write newline.
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:12:21.479909Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33840cdd-d916-44bf-baeb-deb0269bc340 · outbound
This paper cites Y.; and Lee, D.
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:12:26.116775Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 85bf43c7-c966-4030-ab4f-a9186ce7a2b9 · outbound
This paper cites an unresolved cited work.
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:12:25.907621Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f334d49b-7859-44fa-8bb9-bd7155fc425e · outbound
This paper cites an unresolved cited work.
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:12:25.688320Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 94153e00-f9ce-4c26-85fe-da3e6c653e91 · outbound
This paper cites an unresolved cited work.
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:12:25.465900Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 925ffe11-d8c0-41f1-8e23-6cc0115014ae · outbound
This paper cites Expressive Monotonic Neural Networks.
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization Expressive Monotonic Neural Networks
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:12:21.868260Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e244d00-323f-43ed-8dba-790e642dc382 · outbound
This paper cites an unresolved cited work.
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:12:25.331173Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 302f72ae-e93a-4fa7-b6c4-8ac5ab0270bf · outbound
This paper cites R.; Sekhon, J.
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:12:25.284824Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 123bb8f9-466f-4e3e-bf2b-6c9583d25396 · outbound
This paper cites an unresolved cited work.
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:12:25.203995Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 17cb78aa-db32-4069-ac4f-e8d7e774b61e · outbound
This paper cites an unresolved cited work.
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:12:25.050623Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 12b2f532-e83b-46a3-91a4-bf3f0d5a184f · outbound
This paper cites an unresolved cited work.
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:12:24.862852Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 188f002b-17b1-4ed8-a42d-21fb4e4bb747 · outbound
This paper cites V.; Ravi, L.; Chen, H.; Kohli, N.; Khawand, C.; and Mandalapu, D.
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization V.; Ravi, L.; Chen, H.; Kohli, N.; Khawand, C.; and Mandalapu, D
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:12:24.710432Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9d7f84a3-f761-4c8b-89e3-5b47996f8a58 · outbound
This paper cites VCNet and Functional Targeted Regularization For Learning Causal Effects of Continuous Treatments.
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization VCNet and Functional Targeted Regularization For Learning Causal Effects of Continuous Treatments
Reference 14
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T05:12:23.513347Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f4b1b76a-3b3e-4595-ac41-e89c0f7b7374 · outbound
This paper cites R.; and Rubin, D.
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization R.; and Rubin, D
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:12:22.479784Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66270666-d2cc-44a5-b1e0-d60c5801c376 · outbound
This paper cites an unresolved cited work.
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:12:24.562112Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7a204727-34e1-47e8-88ec-0fe38845d998 · outbound
This paper cites an unresolved cited work.
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:12:24.433927Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ef15fdb3-3deb-429c-bf79-70196df2e34c · outbound
This paper cites M.; and Karlen, W.
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization M.; and Karlen, W
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:12:24.323408Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a902552c-1a23-4541-be8b-c9b756b22bb4 · outbound
This paper cites D.; and Sontag, D.
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization D.; and Sontag, D
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:12:24.173775Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a19977d3-cb51-45b0-aaba-bd224decd83e · outbound
This paper cites an unresolved cited work.
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:12:24.057685Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0f11c4e0-c3fc-41e0-ab88-169f6b24d497 · outbound
This paper cites an unresolved cited work.
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization Unresolved cited work
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:12:22.869901Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ed4f638-da14-4d47-adb2-8cb64cfdc544 · outbound
This paper cites Learning Decomposed Representation for Counterfactual Inference.
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization Learning Decomposed Representation for Counterfactual Inference
Reference 22
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T05:12:23.361993Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4d41a473-0731-4573-9d4b-d6bc4fe93878 · outbound
This paper cites an unresolved cited work.
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:12:23.894613Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2fe53115-616e-4c5d-9a0e-819f4dbaf6a0 · outbound
This paper cites an unresolved cited work.
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:12:23.750775Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ad53457a-70b3-46e5-9e4d-17e7729dac94 · outbound
This paper cites an unresolved cited work.
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:12:23.649022Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Pith citing papers
No inbound Pith citation observations are available.