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Paper Citation Record · LEDGER

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health

As of 12 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2604.07384.

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

pith.paper-citation-record.v1
2604.07384 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T19:18:19.407629Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

43 of 43 outbound references displayed

  • verified exact2
  • verified fuzzy38
  • unresolved3
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fde42960-4fc5-4370-a479-2d6851734fd6 · outbound

This paper cites Are you still taking iron pills after delivery?.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Are you still taking iron pills after delivery?

Reference 1

Resolution
verified fuzzy
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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.

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Observation 5e043ee6-d3b8-4e99-816d-966bbf1275e0 · outbound

This paper cites Are you still taking calcium pills after delivery?.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Are you still taking calcium pills after delivery?

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.367356Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:83600f5968b0fa84cc9df1ff58573fc2d2c3d6e2fc66df6c0cdda7a98ea1fe78

Observation 9feb694d-9dbc-4817-92f6-12cf68df5b6a · outbound

This paper cites What was the baby’s weight at birth?.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health What was the baby’s weight at birth?

Reference 3

Resolution
verified fuzzy
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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.

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Observation 6c86f98e-a1fc-4f9c-9baa-5d9ec79fe437 · outbound

This paper cites Group maintenance: A restless bandits ap- proach.INFORMS J.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Group maintenance: A restless bandits ap- proach.INFORMS J

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.408340Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:166234b794ecf307d0abf84e0f2380d44ca36746e67c19c0077bbd7715b89488

Observation b3673363-7667-413c-b834-dba162d6b688 · outbound

This paper cites an unresolved cited work.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-05-16T06:02:26.346238Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:c7e92e1d67f0499ce1e9a50f641412b11cbefdbe0ed05e2d82d990586e3de5d1

Observation 49c7cfc1-8546-4f10-9365-343e339ba177 · outbound

This paper cites ARMMAN helping mothers and children.https://armman.org/.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health ARMMAN helping mothers and children.https://armman.org/

Reference 6

Resolution
verified fuzzy
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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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:9a6504e1ff0db06a47aba17fe2392ca938d88bb031ef97cd367004434f7c6e47

Observation dd37fac8-ebe4-4356-966c-7ff1d64bbdea · outbound

This paper cites Prioritizing hepatitis c treatment in us prisons.Operations Research, 67(3):853– 873.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Prioritizing hepatitis c treatment in us prisons.Operations Research, 67(3):853– 873

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.390468Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:320e86bab4e2e843feed9c22fe40af401cc553c405edb10e8c3721930dc0f109

Observation 2dbe1453-f9bf-47f0-9fd2-af24de655c20 · outbound

This paper cites A decision-language model (dlm) for dynamic restless multi-armed bandit tasks in public health.Advances in Neural Information Processing Systems, 37:3964–4002.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health A decision-language model (dlm) for dynamic restless multi-armed bandit tasks in public health.Advances in Neural Information Processing Systems, 37:3964–4002

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.326587Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:7a7962ad8487be2ae595a35a58449ade676ac5cae6234bef997562e7ddb2d24f

Observation 2f1bef35-19bc-4346-bf0d-440b7e64e53f · outbound

This paper cites Optimizing vital sign mon- itoring in resource-constrained maternal care: An rl-based restless bandit approach.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Optimizing vital sign mon- itoring in resource-constrained maternal care: An rl-based restless bandit approach

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.320548Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:d6988f1482675aa38dec7e9bd5ab07f078524543eab7cb08af05a8c1693d2840

Observation f6911b24-b1ee-45c6-b4d2-63eb28537b4a · outbound

This paper cites Heart failure patient adherence: epidemiology, cause, and treatment.Heart failure clinics, 9(1):49–58.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Heart failure patient adherence: epidemiology, cause, and treatment.Heart failure clinics, 9(1):49–58

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.299478Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:c2491dbe1dff596a9ce9f8843c1c1d1ce4080f2ac109b0f02fd219a214bc6e15

Observation dbfb5c50-78d1-4a62-a23f-af3af5ad691a · outbound

This paper cites Beyond Listenership: AI-Predicted Interventions Drive Improvements in Maternal Health Behaviours.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Beyond Listenership: AI-Predicted Interventions Drive Improvements in Maternal Health Behaviours

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-10T23:10:52.206955Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:4fad0ed8b6554e783f137194513dab97bf208653a1f54c706fbadcb418f84033

Observation 06ee9a27-f71b-4dee-99a9-538113793651 · outbound

This paper cites Use of mobile health (mhealth) technologies and interventions among community health workers globally: a scoping review.Health promotion practice, 20(6):805–817.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Use of mobile health (mhealth) technologies and interventions among community health workers globally: a scoping review.Health promotion practice, 20(6):805–817

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.374520Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:679c9b5b8e29cd989248747ec456a5144575772cb80ddd1fdf9716a82a43eb69

Observation 2c92a6e6-aa76-4a3b-869a-fdc42110c729 · outbound

This paper cites The law of attrition.J Med Internet Res, 7(1):e11, Mar 2005.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health The law of attrition.J Med Internet Res, 7(1):e11, Mar 2005

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.288861Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:3b866de0fb85645ff1ee5fb98c15658b95f76674f710cbd78559250d489212bd

Observation 0f218ff1-da6e-4624-beff-8deb9ed907a0 · outbound

This paper cites The challenge of global health.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health The challenge of global health

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.314163Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:d57a279f8c6add177ea539c6cb39ba8ef2b700f5eea4d0b453915e51743d3450

Observation 2e44d421-39bc-4fc4-961d-3f5a18366f31 · outbound

This paper cites Factors in- fluencing adherence to mhealth apps for prevention or management of noncommunica- ble diseases: Systematic review.J Med Internet Res, 24(5):e35371, May 2022.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Factors in- fluencing adherence to mhealth apps for prevention or management of noncommunica- ble diseases: Systematic review.J Med Internet Res, 24(5):e35371, May 2022

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.285629Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:778bbc02ba64c7488239139f9a72bf00703807aa71d6f95a61d2841d456cec51

Observation e5125f86-353d-41c0-833b-7aeb55dd8161 · outbound

This paper cites Effectiveness of information technology–enabled ‘smart eating’ health pro- motion intervention: A cluster randomized controlled trial.PLOS ONE, 15:e0225892, 01 2020.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Effectiveness of information technology–enabled ‘smart eating’ health pro- motion intervention: A cluster randomized controlled trial.PLOS ONE, 15:e0225892, 01 2020

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.372323Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:75c30b73cb90b9cc9ef814fad919e2a411c3a3502bf93d7e5ba8cefbbf5d8e44

Observation c560f9cb-5ff2-44a4-bc43-197843fd079b · outbound

This paper cites A call to action: the global failure to effectively tackle maternal mortality rates.The Lancet Global Health, 11(8):e1165–e1167.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health A call to action: the global failure to effectively tackle maternal mortality rates.The Lancet Global Health, 11(8):e1165–e1167

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.305031Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:10640aeb70c4fa8b798fcdfa3595f74bc1d3a45695ac59c43bd0a7ced9f776ae

Observation 55cb7679-0b63-4598-ba7d-bbaccd1ef6cb · outbound

This paper cites Killian, Bryan Wilder, Amit Sharma, Vinod Choudhary, Bistra Dilkina, and Milind Tambe.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Killian, Bryan Wilder, Amit Sharma, Vinod Choudhary, Bistra Dilkina, and Milind Tambe

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.323387Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:94bf68a20c20b2ba7e0145e9a5a187f62d4235877de30b280f4d85406b11d696

Observation b1542331-e6b1-47fd-b207-a78837a0469f · outbound

This paper cites an unresolved cited work.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-05-16T06:02:26.385762Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:318de36503a2d5e2b2ba323646b128ae7e6c7f9ba00ad6f4cc306f7215a5b71e

Observation cd4fe7d4-1554-42e3-85fe-d584a958ba95 · outbound

This paper cites mhealth and big-data integration: promises for healthcare system in india.BMJ health & care informatics, 26(1).

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health mhealth and big-data integration: promises for healthcare system in india.BMJ health & care informatics, 26(1)

Reference 20

Resolution
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raw_fallback, observed 2026-05-16T06:02:26.296298Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:ffe2a13aa11603a2bfa8443e6e9ccfbacff6ee6a58ced5dd90a273dcfad02308

Observation 190322ce-c887-456f-ba2b-aaea0454d1bb · outbound

This paper cites Field study in deploy- ing restless multi-armed bandits: Assisting non-profits in improving maternal and child health.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Field study in deploy- ing restless multi-armed bandits: Assisting non-profits in improving maternal and child health

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.392539Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:8aee7354e13839e9aeeb368ac39e9ac83b0be9d3ae09b91324174aee79fd5d30

Observation 661bc1de-c9f3-445f-bf23-50fd72c24cdc · outbound

This paper cites Rates of attrition and dropout in app-based interventions for chronic disease: Systematic review and meta-analysis.J Med Internet Res, 22(9):e20283, Sep 2020.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Rates of attrition and dropout in app-based interventions for chronic disease: Systematic review and meta-analysis.J Med Internet Res, 22(9):e20283, Sep 2020

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.394899Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:9d99d9d3044228c8a3b2b52c10092a60f77ed54e9e1a77dba81bb2de3f95bfb4

Observation 0317a0f7-52b9-42a7-ada8-bfb63e13122c · outbound

This paper cites Markovian restless bandits and index policies: A review.Mathematics, 11(7):1639.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Markovian restless bandits and index policies: A review.Mathematics, 11(7):1639

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.403604Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:67c5f9d19ce56d45f44cd9c94bd33b805e5e7a0cb162cec869b9f6fc81d488ed

Observation 23bff1dd-25f1-46df-9c02-36866ad4136a · outbound

This paper cites mhealth intervention to improve diabetes risk behaviors in in- dia: A prospective, parallel group cohort study.Journal of Medical Internet Research, 18:e207, 08 2016.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health mhealth intervention to improve diabetes risk behaviors in in- dia: A prospective, parallel group cohort study.Journal of Medical Internet Research, 18:e207, 08 2016

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.399185Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:69182a72d725c4efe0e5955813c663db490ee775fc6ef03e577583dfc079eec7

Observation ac5455bd-1a3a-46f7-9267-dfb4abd51511 · outbound

This paper cites Tulsky, Andrew R.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Tulsky, Andrew R

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.396941Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:bc74eb1f5e7259453672592dcef007086fbf2223bd69f3ae44aff1233a58abba

Observation 644b6267-3a58-4c41-ab4f-270d2a911d23 · outbound

This paper cites Pearl: A mobile robotic assistant for the elderly.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Pearl: A mobile robotic assistant for the elderly

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.335013Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:95e9db134cc947efe9785762b1b88b7e17f8f2e66543c3c844ef2803340e7a6f

Observation 85fe62be-37fa-4970-9f7d-ccf6f778058c · outbound

This paper cites Restless poach- ers: Handling exploration-exploitation tradeoffs in security domains.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Restless poach- ers: Handling exploration-exploitation tradeoffs in security domains

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.379236Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:43fb5a84a3d415075d5b863e7838ef24ecdadf3c28a84497499c8d87f0e0bc8b

Observation 1ebd2cd4-e981-4e48-a83d-6a3d2ab62fff · outbound

This paper cites Decision- focused learning without decision-making: Learning locally optimized decision losses.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Decision- focused learning without decision-making: Learning locally optimized decision losses

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.381715Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:1dea80dda1bdd9fd91d80283100a342f8a285e0f5b98e26fa7479c47dd681044

Observation 5051c049-e745-4f50-9370-a481fc769a0c · outbound

This paper cites Application of support vector machine for prediction of medication adherence in heart failure patients.Healthcare informatics research, 16(4):253–259.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Application of support vector machine for prediction of medication adherence in heart failure patients.Healthcare informatics research, 16(4):253–259

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.401348Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:47b81ef1281a087fc3e2ee515fb02f5c6d625ffdea56c0cc488473283e682d2e

Observation a8c173f9-875e-4315-9cf4-7f35ce4cec3a · outbound

This paper cites an unresolved cited work.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-05-16T06:02:26.369710Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:4bb83a19ff84f4b639030e055d8101d1f6551a9c7950b3619765d2714db56587

Observation e6677e1a-45cb-4c11-b46b-5ed61cdaf0f3 · outbound

This paper cites The indian telecom services performance indi- cators: April–june, 2025, September 2025.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health The indian telecom services performance indi- cators: April–june, 2025, September 2025

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.341143Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:7d8ea732e037c049d8bf7509a8415a9b83a7d284951665cb0f77b865dd506c61

Observation 6893f19c-bd0a-42a1-b2ae-65bc0c133331 · outbound

This paper cites Fumaz, Ramon Bay ´es, Roger Paredes, David M.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Fumaz, Ramon Bay ´es, Roger Paredes, David M

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.364593Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:a3325f74097d214e0189eeb64ec840d0e17a9566188f978ac9cd6b6f2e9b0e37

Observation b223ea72-4deb-43b7-9340-c33bf9313a9b · outbound

This paper cites Decision-focused evaluation: Analyzing performance of deployed restless multi-arm bandits.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Decision-focused evaluation: Analyzing performance of deployed restless multi-arm bandits

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.383779Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:4d1596176549b5e2e15b594532e7950458067cbda4aa997606271b64747c1d55

Observation aa4fd3bc-91fc-4200-8abd-258a71e2734c · outbound

This paper cites Leverag- ing ai to improve health information access in the world’s largest maternal mobile health program.AI Magazine, 45(4):526–536.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Leverag- ing ai to improve health information access in the world’s largest maternal mobile health program.AI Magazine, 45(4):526–536

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.308039Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:eef3265655fc4c525b045ff291ea4e52e62948a9dde427394ee55e3225b885b3

Observation 03e4ac4e-8c3c-4236-874f-28319c2d12c7 · outbound

This paper cites Restless multi-armed bandits for maternal and child health: Results from decision-focused learning.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Restless multi-armed bandits for maternal and child health: Results from decision-focused learning

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.376999Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:7347792dacb634e2c9f73c8affc9e3b728498eaf6e525e5af25a895a396a02c8

Observation 3f00f87e-73ff-4104-8dff-e2890bbca870 · outbound

This paper cites Increasing impact of mobile health programs: Saheli for maternal and childcare.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Increasing impact of mobile health programs: Saheli for maternal and childcare

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.387942Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:3b2cb54bac84a80ca905deb6a51d07249f893d545d39074847d8a5bef2d4fad5

Observation 5fe7bc8b-b0e7-4b5a-92a6-3ed08f6f5cd9 · outbound

This paper cites Increasing impact of mobile health programs: Saheli for maternal and child care.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Increasing impact of mobile health programs: Saheli for maternal and child care

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.331993Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:b12d6ced79c1c5035417346aeb0e75ce0f3328a1e5116f935ddd9c554d3330f8

Observation 070e37fe-1b9e-4463-9fe6-de6bc7b17197 · outbound

This paper cites Scalable game-focused learning of adversary models: Data-to-decisions in network security games.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Scalable game-focused learning of adversary models: Data-to-decisions in network security games

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.343761Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:afe2dc59a9d79a56a8ca1eea7c28828561c8bc4063e390eedc059dbc1b9e3d6a

Observation 5e07a1e3-e8df-4ed6-af66-c6929d94578e · outbound

This paper cites Learning mdps from features: Predict-then-optimize for sequential de- cision making by reinforcement learning.Advances in Neural Information Processing Systems, 34.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Learning mdps from features: Predict-then-optimize for sequential de- cision making by reinforcement learning.Advances in Neural Information Processing Systems, 34

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.405699Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:90f9f9227fbc8021dc172a2f612c288863e09ff7aa573092d6cf16d56fab0d45

Observation bb54d51b-ced2-4a29-bbf0-4824556fcc1f · outbound

This paper cites Scalable decision-focused learning in restless multi-armed bandits with application to maternal and child health.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Scalable decision-focused learning in restless multi-armed bandits with application to maternal and child health

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.329195Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:cbe48f020e7cb986ea1de74461a1c9d1b6bc32e3c290cca53040fd0ded492af2

Observation 3fd541d8-af22-4c9a-9a8d-d6c9d7256673 · outbound

This paper cites Restless bandits: Activity allocation in a changing world.Journal of applied probability, 25(A):287–298.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Restless bandits: Activity allocation in a changing world.Journal of applied probability, 25(A):287–298

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.311337Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:bfecd84cb7220cf640b62ebdcc3e644418d9f4fe7303b11268a9b08f1c96abac

Observation d6571aa9-46ff-4f4a-ac7c-feaa24b783c1 · outbound

This paper cites Melding the data-decisions pipeline: Decision-focused learning for combinatorial optimization.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Melding the data-decisions pipeline: Decision-focused learning for combinatorial optimization

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T06:02:26.317363Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:66a1dad42f8d852f50716c28163a90dacce127108601f95cb2ded279239e8779

Observation be97aec9-c262-46c3-8be4-ff378dd16f35 · outbound

This paper cites Towards a Pretrained Model for Restless Bandits via Multi-arm Generalization.

Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health Towards a Pretrained Model for Restless Bandits via Multi-arm Generalization

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-05-10T23:10:52.213934Z

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.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:beac653cfabbf595b1700463e011eef283479f3bdaefddcbbe61efc23ba8047e

Pith citing papers

No inbound Pith citation observations are available.