Paper Citation Record · LEDGER

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing

As of 10 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2607.13546.

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

pith.paper-citation-record.v1
2607.13546 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T04:59:33.522504Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 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

42 of 42 outbound references displayed

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verified fuzzy0
unresolved42
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ce58ecb7-bcb8-41e7-bcdb-55b886cb0c80 · outbound

This paper cites Opportunities in mobile crowd sensing,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Opportunities in mobile crowd sensing,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:29.107468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71c9b4c3-7664-45e9-b1b8-f3835b7d6aa1 · outbound

This paper cites Recommending crowdsourced software developers in consideration of skill improvement,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Recommending crowdsourced software developers in consideration of skill improvement,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:29.190153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfdcf53b-013f-4419-8cad-a232553035a4 · outbound

This paper cites Learning for crowdsourcing: Online dispatch for video analytics with guarantee,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Learning for crowdsourcing: Online dispatch for video analytics with guarantee,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:29.300381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d0d4058-0fe7-46be-9531-6033be111b80 · outbound

This paper cites Crowdsensing for emergency response in unknown envi- ronments: A rapid strategic sensing approach,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Crowdsensing for emergency response in unknown envi- ronments: A rapid strategic sensing approach,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:29.404531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3ae2a92-2458-4a6a-9bd9-2418c8fa68a7 · outbound

This paper cites Unknown worker recruitment with long-term incentive in mobile crowdsensing,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Unknown worker recruitment with long-term incentive in mobile crowdsensing,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:29.565907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6e6bab4-0c86-4afb-9da8-4ab464f3fabd · outbound

This paper cites Consensus-based group task assignment with social impact in spatial crowdsourcing,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Consensus-based group task assignment with social impact in spatial crowdsourcing,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:29.726667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bc53643-7bde-4b02-9b90-1712d2847c91 · outbound

This paper cites By the people, for the people: The crowdsourcing of.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing By the people, for the people: The crowdsourcing of

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:29.828050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ff7b0bd-d159-47ac-bad6-484e2ffde86c · outbound

This paper cites Noisetube: Measuring and mapping noise pollution with mobile phones,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Noisetube: Measuring and mapping noise pollution with mobile phones,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:29.903029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 463d0044-930e-4af7-95fd-081d2d7fb250 · outbound

This paper cites Online mobile micro-task allocation in spatial crowdsourcing,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Online mobile micro-task allocation in spatial crowdsourcing,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:29.993267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 557aca27-0acc-4ca5-8bff-ff40d1fca60c · outbound

This paper cites Unknown worker recruitment with budget and covering constraints for mobile crowdsensing,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Unknown worker recruitment with budget and covering constraints for mobile crowdsensing,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:30.101783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2aef575-98d8-43ab-bffd-828450df0f10 · outbound

This paper cites Budgeted unknown worker recruitment for heterogeneous crowdsensing using cmab,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Budgeted unknown worker recruitment for heterogeneous crowdsensing using cmab,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:30.194946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0406e0fc-b325-44d6-ac93-395637fe7a37 · outbound

This paper cites Differentially private unknown worker recruitment for mobile crowdsensing using multi-armed bandits,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Differentially private unknown worker recruitment for mobile crowdsensing using multi-armed bandits,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:30.268551Z

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Observation c5f54467-0668-418d-ad83-d7db6b11fdc1 · outbound

This paper cites Btv-cmab: A bi-directional trust verification-based combinatorial multiarmed bandit scheme for mobile crowdsourcing,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Btv-cmab: A bi-directional trust verification-based combinatorial multiarmed bandit scheme for mobile crowdsourcing,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:30.324693Z

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Unavailable: canonical work link unavailable.

Observation bfe3fec0-d69e-423e-8b0a-3836bd969704 · outbound

This paper cites Mwrs: A mab-based worker recruitment scheme with tripartite stackel- berg game for reliable mobile crowdsensing,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Mwrs: A mab-based worker recruitment scheme with tripartite stackel- berg game for reliable mobile crowdsensing,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:30.395777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b629a842-b705-4411-9be7-e14c61da3529 · outbound

This paper cites Unknown task selection and worker recruitment using two-stage multi-armed bandit in crowdsensing,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Unknown task selection and worker recruitment using two-stage multi-armed bandit in crowdsensing,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:30.463225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a212e7e5-2e48-4939-b956-9203f85dd916 · outbound

This paper cites Social- recruiter: Dynamic incentive mechanism for mobile crowdsourc- ing worker recruitment with social networks,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Social- recruiter: Dynamic incentive mechanism for mobile crowdsourc- ing worker recruitment with social networks,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:30.583687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a90ca484-dcc3-4697-bdae-c2db5c4c17ce · outbound

This paper cites Adversarial group linear bandits and its application to collaborative edge inference,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Adversarial group linear bandits and its application to collaborative edge inference,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:30.694534Z

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Unavailable: canonical work link unavailable.

Observation b212fadd-ff33-454f-8065-f8498bccbfae · outbound

This paper cites Learning the optimal path and dnn partition for collabora- tive edge inference,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Learning the optimal path and dnn partition for collabora- tive edge inference,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:30.773487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85fe1ef2-ffcd-4a4a-a041-652f278f5549 · outbound

This paper cites On upper-confidence bound poli- cies for switching bandit problems,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing On upper-confidence bound poli- cies for switching bandit problems,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:30.921685Z

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Unavailable: canonical work link unavailable.

Observation 7d2854c4-9ee1-4581-a092-b1932d851140 · outbound

This paper cites Nearly optimal adaptive procedure with change detection for piecewise-stationary bandit,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Nearly optimal adaptive procedure with change detection for piecewise-stationary bandit,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:31.055432Z

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Unavailable: canonical work link unavailable.

Observation 7cf64eb5-70c8-498f-ae5a-9345c2a4743b · outbound

This paper cites Stochastic multi-armed-bandit problem with non-stationary rewards,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Stochastic multi-armed-bandit problem with non-stationary rewards,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:31.167005Z

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Unavailable: canonical work link unavailable.

Observation f5863a12-efbb-4a11-9747-05262d59bb16 · outbound

This paper cites Weighted linear bandits for non-stationary environments,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Weighted linear bandits for non-stationary environments,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:31.280229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40461077-879c-4566-98c7-190523ae1f92 · outbound

This paper cites Online learning of rested and restless bandits,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Online learning of rested and restless bandits,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:31.413288Z

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Unavailable: canonical work link unavailable.

Observation 8e125716-baa0-4aee-9bb3-b44b3ad574f4 · outbound

This paper cites A single algo- rithm for both restless and rested rotting bandits,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing A single algo- rithm for both restless and rested rotting bandits,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:31.531510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79233b73-daec-4449-8675-8c1cd69d8940 · outbound

This paper cites Rotting bandits,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Rotting bandits,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:31.679280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4afee367-65ab-4b42-b85e-6d9247355ae2 · outbound

This paper cites Tight policy regret bounds for improving and decaying bandits.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Tight policy regret bounds for improving and decaying bandits

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:31.790391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eed9d9e-f6a5-4faf-8331-616b979f0488 · outbound

This paper cites Stochastic rising bandits,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Stochastic rising bandits,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:31.911947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52246974-fe0f-4a0f-816e-948219eb9619 · outbound

This paper cites Which llm to play? convergence-aware online model selection with time- increasing bandits,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Which llm to play? convergence-aware online model selection with time- increasing bandits,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:32.017668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e25d249-020e-4249-b991-36fd27b41968 · outbound

This paper cites Learning on a budget: posted price mechanisms for online procurement,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Learning on a budget: posted price mechanisms for online procurement,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:32.115953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ac474be-e159-4bed-8b79-f15319c30a29 · outbound

This paper cites Bandits with knapsacks,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Bandits with knapsacks,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:32.212796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 562a1080-cff8-46be-8fab-99e092a42544 · outbound

This paper cites Adversarial combinatorial bandits with switching cost and arm selection constraints,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Adversarial combinatorial bandits with switching cost and arm selection constraints,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:32.310438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 183a8f4e-9b6d-43a2-b344-abe44d5ba796 · outbound

This paper cites Dynamic pricing with limited supply,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Dynamic pricing with limited supply,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:32.417459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26272a0e-4b06-49db-8cb8-10e028b91c3f · outbound

This paper cites Truthful incentives in crowdsourcing tasks using regret minimization mechanisms,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Truthful incentives in crowdsourcing tasks using regret minimization mechanisms,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:32.564387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b23425c2-30d5-4000-b1c6-516b9a721964 · outbound

This paper cites Bandits with budgets: Re- gret lower bounds and optimal algorithms,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Bandits with budgets: Re- gret lower bounds and optimal algorithms,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:32.636617Z

Source-reported events for the cited work

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Observation 1fbeb1ab-e496-4467-882c-2ca804882cc8 · outbound

This paper cites Bandits with concave rewards and convex knapsacks,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Bandits with concave rewards and convex knapsacks,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:32.719946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6b69130-cbc9-46d6-a004-fd21da7273e7 · outbound

This paper cites An efficient algorithm for contextual bandits with knapsacks, and an extension to concave objectives,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing An efficient algorithm for contextual bandits with knapsacks, and an extension to concave objectives,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:32.836843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9620121c-7bc9-402d-8bc1-07a4316a055d · outbound

This paper cites The symmetry between arms and knapsacks: A primal-dual approach for bandits with knapsacks,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing The symmetry between arms and knapsacks: A primal-dual approach for bandits with knapsacks,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:32.929180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2c9ed6a-f10a-48d8-a639-f76d0175b366 · outbound

This paper cites Adversarial bandits with knapsacks,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Adversarial bandits with knapsacks,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:33.091333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c13d5b0a-f4a5-45ad-ad69-681995c44a53 · outbound

This paper cites Unifying the stochastic and the adversarial Bandits with Knapsack.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Unifying the stochastic and the adversarial Bandits with Knapsack

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:33.204091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ecc041c-bcca-4f55-90a0-6e2649033aa1 · outbound

This paper cites Non-stationary bandits with knap- sacks,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Non-stationary bandits with knap- sacks,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:33.308263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f86d6ae-8da8-46e3-9804-f7abff0ca363 · outbound

This paper cites Flexible budgets in restless bandits: a primal-dual algorithm for efficient budget allocation,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Flexible budgets in restless bandits: a primal-dual algorithm for efficient budget allocation,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:33.459917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd840549-ecdc-40ea-8400-f0e173f0ea25 · outbound

This paper cites Budgeted multi-armed bandits with asymmetric confidence intervals,.

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing Budgeted multi-armed bandits with asymmetric confidence intervals,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T04:59:33.522504Z

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Pith citing papers

No inbound Pith citation observations are available.