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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 2026-08-12T06:34:41.77262+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 2026-08-12T06:34:41.77262+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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:e7682ad895a95babad2fd7726034079797ea2d37d6216d5b6dc5160ed12e4075

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 2026-08-12T06:34:41.77262+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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:b753da8eb4ea0dce73413fe86fbe9a9881378abc053242b61215c4ad9197254e

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:67cc6cc5abaad798d739c6a5ef28b4b6c9aa182a2637aa23eecf06da9504cad0

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
raw_fallback, observed 2026-05-16T06:02:26.302276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:68b8253b0a6f159ea25262fd350cf81095de54312b68f0b749e1c97aeb8ff60f

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:e434c6e89d3ccdf060017faf42758d18474fed8a8331633a98943613281355a5

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:310dc9c715ec9fa6f047c980f1d7847d02d949da96efbab6d7cc1063ed5a19d1

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:d3dd51b9a2deab29a25544793c01c7ce0840a325f6b83db92fc256a68977c6b3

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:8934b7d3a36100565966de868a1f038d01e45a77dc84a7e5f99ef59fc3a702b6

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:c8b7535702ac4777f5e5461dc0fbddf5df2b9019126f1e10936cadafc80593a3

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:e31e33368cdf4f6bdd51cf115fbefbf18f0206d055f6c29290feb2d054f755c2

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:bd017f650f507b9c4549f6f570876b54d612ea64147fca64ac592f47debe652c

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:a20b755eaf65e593ce9c07d310f0a258be91195a725e575eaf7fa4c3569101db

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:f2da262807affe2a4afce6f9201eabd229269e9f42689d1f8da1e7673e85e9c7

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:070e6996819ca4eafc2e722708951125686a0af125bf4ce0b30d711c7ee3d816

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:a4da9d32a8c6c1782069670982f84918053b5bf6406cd1aa400ac69864c58659

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:34c933be21a6406de2e0561ce212c926257f90c54942ec58a5627e18a169f4e4

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:9a9bfb40830f108f3cc8ff9e77c8ad4d94dbff0c0a5ae38a3715bd0d2d03e9d0

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
verified fuzzy
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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:0c7ed16a81e990e03c7aef2b74d08844b7739a29ace3e38d712607a53b490d65

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:9ecd8b9a1af5393c0eddd8a13bcf583ee92a638fc37a3aa501a623b503568b19

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:5202e4c7ac3d9b7340eba623a58bf65d2cc0010460f423c997762e8fc38a49f1

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:018772371b9a23cb1ebe76ffa31c73e6e1fcff97aab555beb6667863899431dc

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:fb9a0740b31e2fddc1ac9fed6f8d32d79de5969a2dd03f0442205d5db43738a6

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:6ea775f4333044ea5b2bcc7fb0872d634a430b721ca0ccc1f73781c0dea26f53

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:189c5a9beebf8883278c7f987940b55bccac78512dcd9fd5fe0999f30f1dcc07

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:4ef6c3d568bc2368eb5150f65d5811fcce383fb8203145b7b128af12d19bec39

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:cdbb6fdae3db0e9c7e095c0be8f75edf2963aeac4a0f9fb9ed412fa7bb937ae6

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:b48c2f2917a670251f22ee5ee16ce23fab64c65a47cd54f0d7b4e7e6f5c51280

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:a848f7dfceb536388ffe0208cb696eb70b5ca2f6f03740cabd5a4a1df4dbf298

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:556d20c8f48b60210f6ae7f8ae91a1006e929b8bb901985cb5577144a1abf1ce

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:5940ba4ed51a07d8078bc3fae8a6c2cbb4da2e1405bd0ce6e538608735fc47fb

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:e4fda3250aa9868e8a7d98385f0bef43a0f3b5a5f1f48bc1379f1f097a8c325d

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:4a0b19daea0f06ebaf6faf7d1ab2529620e5c3192ef86a5d80381255536d73a7

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:9f633e04d12eba6d8757d81018004dc9766de7a51f1742ee2468c4f25a27ee05

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:a6b11fa2548352afdb00df1bfe18cb63dfe91e2293e06538ac8a0b33ad060d49

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:6612dbec9f3811c1486438c2e7078536b38aa75dbf0f96d6798f4e23ea0112e7

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:761df28b7832bd75a6ce59e3ed0f14b50b41a2ad40906c2905f35366f71e6e59

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:0962ee0efa5a8e67cdfda8471c58a6540fa4e2bb19e2a8b0cb08904b2786ee3c

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:92ee9bb8acb04fd4edf7e56a67b464d5c04e2583ae8dd6539971c8cfe4e6fbb5

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:06c1892a33c681d22526033bf3b3b9e958bd86e01eae0c1f7b96dc7c333b13ee

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:3fab53ca3268f8f9a207bf18ee1eb8f37787e582b67ae7e046973b4812173e02

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:18:19.407629Z digest=sha256:d47f560d21aeb880b397bf48dc78d5bb74595c0372299b2dc895a6f433cce335

Pith citing papers

No inbound Pith citation observations are available.