Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T00:14:34.217870Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2412.01968.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T00:14:34.217870Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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
62 of 62 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 271fb493-8cdf-4fe3-bed6-53b160189fb7 · outbound
On the Theoretical Foundations of Data Exchange Economies Existence of an equilibrium for a competitive economy
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7d315c9b-1059-4107-9525-eae0b9427336 · outbound
On the Theoretical Foundations of Data Exchange Economies Towards Data Auctions with Externalities
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 54f3d29c-0c20-4a85-9623-4062ce1c8b8f · outbound
On the Theoretical Foundations of Data Exchange Economies Dahleh, and Tuhin Sarkar
Reference 3
Source-reported events for the cited work
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Observation 69e41dc6-93fd-4b3c-84cb-e8a1fcb44496 · outbound
On the Theoretical Foundations of Data Exchange Economies Integrating business intelligence and predictive analytics in banking: A framework for optimizing financial decision-making
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c01e4c76-a9b3-40b2-b9d8-33fac4d11667 · outbound
On the Theoretical Foundations of Data Exchange Economies A monopolistic market for information
Reference 5
Source-reported events for the cited work
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Observation 5bb62a81-ffb8-4243-b27c-af86b919dbe1 · outbound
On the Theoretical Foundations of Data Exchange Economies Direct and indirect sale of information
Reference 6
Source-reported events for the cited work
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Observation 9c044e34-acff-4688-91b8-0a6904532f74 · outbound
On the Theoretical Foundations of Data Exchange Economies The economics of social data
Reference 7
Source-reported events for the cited work
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Observation e223dae2-dff7-4f00-98c5-626081695691 · outbound
On the Theoretical Foundations of Data Exchange Economies The design and price of information
Reference 8
Source-reported events for the cited work
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Observation 01935866-6a2c-4ba5-8d9f-9a0f414580a9 · outbound
On the Theoretical Foundations of Data Exchange Economies Business intelligence in the healthcare industry: The utilization of a data-driven approach to support clinical decision making
Reference 9
Source-reported events for the cited work
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Observation 61f45bd7-4a96-42b0-b4eb-161ff17ad007 · outbound
On the Theoretical Foundations of Data Exchange Economies Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4e07e486-45f5-4c95-94ca-1f4de8e58218 · outbound
On the Theoretical Foundations of Data Exchange Economies One for one, or all for all: Equilibria and optimality of collaboration in federated learning
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3fbdb65a-a7b3-49a8-ad9b-56fecf947fa1 · outbound
On the Theoretical Foundations of Data Exchange Economies Optimal Mechanisms for Selling Information
Reference 12
Source-reported events for the cited work
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Observation c7318e9b-ff8b-4b94-ab6c-331017137377 · outbound
On the Theoretical Foundations of Data Exchange Economies Bertsekas, A
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 38ed217c-d368-4edb-83a3-de6b619a5d82 · outbound
On the Theoretical Foundations of Data Exchange Economies Settling the complexity of arrow-debreu equilibria in markets with additively separable utilities
Reference 14
Source-reported events for the cited work
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Observation a1d5d4f8-68cd-46e6-96ff-6051682abd72 · outbound
On the Theoretical Foundations of Data Exchange Economies Data-sharing markets: model, protocol, and algorithms to incentivize the formation of data-sharing consortia
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 599d6f14-e04c-42f1-ae3f-1116a840a331 · outbound
On the Theoretical Foundations of Data Exchange Economies Selling data to a machine learner: Pricing via costly signaling
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 01b9b6a0-1cc0-42ec-80ba-95c3b0da0fa4 · outbound
On the Theoretical Foundations of Data Exchange Economies Combinatorial algorithms for general linear arrow-debreu markets
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 04f8c7b4-df18-4d21-9e03-26fe4e642806 · outbound
On the Theoretical Foundations of Data Exchange Economies Market equilibrium for ces exchange economies: Existence, multiplicity, and computation
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c3fc3ae1-161a-4d0c-9180-2fc365ae2be1 · outbound
On the Theoretical Foundations of Data Exchange Economies The complexity of non-monotone markets
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 95dc828a-a395-4c3c-a6a6-527625ab16ea · outbound
On the Theoretical Foundations of Data Exchange Economies Leontief economies encode nonzero sum two-player games
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ee69b73c-0c19-48a4-9ac9-cb5774aa9f48 · outbound
On the Theoretical Foundations of Data Exchange Economies Spending is not easier than trading: O n the computational equivalence of F isher and A rrow- D ebreu equilibria
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1fa26ba5-e47c-49e7-a552-39546c8f8803 · outbound
On the Theoretical Foundations of Data Exchange Economies How to Sell Information Optimally: an Algorithmic Study
Reference 22
Source-reported events for the cited work
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Observation 97afd057-c717-4ecc-b2cc-5489426a54b3 · outbound
On the Theoretical Foundations of Data Exchange Economies Dynamic games for social model training service market via federated learning approach
Reference 23
Source-reported events for the cited work
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Observation cc454a8d-6f44-4fa2-a73b-c9638b31a85b · outbound
On the Theoretical Foundations of Data Exchange Economies Constant inapproximability for F isher markets
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5153b93c-55de-4c13-90cd-4ebb8d093846 · outbound
On the Theoretical Foundations of Data Exchange Economies An improved combinatorial polynomial algorithm for the linear arrow-debreu market
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 919696cd-9d88-4731-b86e-794c12c3c299 · outbound
On the Theoretical Foundations of Data Exchange Economies A rational convex program for linear arrow-debreu markets
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8d28d56c-e621-45d5-9fc5-1ec7a3269fc4 · outbound
On the Theoretical Foundations of Data Exchange Economies Optimality and stability in federated learning: A game-theoretic approach
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7133938b-7cc3-46c1-a20e-6be4431f7247 · outbound
On the Theoretical Foundations of Data Exchange Economies A combinatorial polynomial algorithm for the linear arrow-debreu market
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3e92dfbc-1e71-4a5d-8072-09e6d82a0b50 · outbound
On the Theoretical Foundations of Data Exchange Economies Federated learning for predicting clinical outcomes in patients with covid-19
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1d7494e5-e002-4d10-88ff-44881d8d74a0 · outbound
On the Theoretical Foundations of Data Exchange Economies Federated Learning in Vehicular Networks
Reference 30
Source-reported events for the cited work
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Observation 174f0113-050c-4c64-852b-ad60d0bff6ba · outbound
On the Theoretical Foundations of Data Exchange Economies On the complexity of nash equilibria and other fixed points
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7bef6953-6031-40ea-a0c2-b52b72132f44 · outbound
On the Theoretical Foundations of Data Exchange Economies The complexity of gradient descent: CLS = PPAD \( \) PLS
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2d4e7104-1899-4413-95ad-ce9f4547f1b8 · outbound
On the Theoretical Foundations of Data Exchange Economies Auction Algorithms for Market Equilibrium with Weak Gross Substitute Demands
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3ae377e2-f318-4c46-bca8-d150eb05dcf4 · outbound
On the Theoretical Foundations of Data Exchange Economies Settling the complexity of leontief and plc exchange markets under exact and approximate equilibria
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2a64b0be-123f-4747-9704-8340cdffc969 · outbound
On the Theoretical Foundations of Data Exchange Economies College admissions and the stability of marriage
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a2a42f2-a789-4aa8-8a9b-583c91a6e10e · outbound
On the Theoretical Foundations of Data Exchange Economies V \' e gh
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ca2c41ec-f0a7-4a9e-b75f-88a084a56392 · outbound
On the Theoretical Foundations of Data Exchange Economies Equilibrium of data markets with externality
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7854198e-15a3-4d3b-af79-5986d7e60af7 · outbound
On the Theoretical Foundations of Data Exchange Economies Higher education data sharing consortium (https://www.hedsconsortium.org/)
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e65f172c-67e3-4f29-9fc3-73fb26fb2b2c · outbound
On the Theoretical Foundations of Data Exchange Economies Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bc883164-1b3a-4122-9de4-d0e6877cc55e · outbound
On the Theoretical Foundations of Data Exchange Economies Equilibrium Pricing of Semantically Substitutable Digital Goods
Reference 40
Source-reported events for the cited work
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Observation 2445b3e6-7d8d-472c-afc4-c56b56bce020 · outbound
On the Theoretical Foundations of Data Exchange Economies Mechanisms that Incentivize Data Sharing in Federated Learning
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f8393c8-fe65-4c87-8345-2e5a800525cd · outbound
On the Theoretical Foundations of Data Exchange Economies Federated learning for edge networks: Resource optimization and incentive mechanism
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2acac65a-eaef-475f-83e5-cd6ce7db4a39 · outbound
On the Theoretical Foundations of Data Exchange Economies Vertical federated learning: Concepts, advances, and challenges
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9add0aff-b664-4392-af28-087f163511e4 · outbound
On the Theoretical Foundations of Data Exchange Economies How to sell a data set? pricing policies for data monetization
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4376d12c-3864-41a7-a506-0cd3fb5d0153 · outbound
On the Theoretical Foundations of Data Exchange Economies Communication-efficient learning of deep networks from decentralized data
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f39c1c6-6c58-4b9f-9045-044a73a7d506 · outbound
On the Theoretical Foundations of Data Exchange Economies Incentives in federated learning: Equilibria, dynamics, and mechanisms for welfare maximization
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 993ae3ba-342e-4d7a-8069-a28c5a7a9211 · outbound
On the Theoretical Foundations of Data Exchange Economies A survey on data pricing: from economics to data science
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d680ff42-b88b-4529-a7b4-6111a41787b4 · outbound
On the Theoretical Foundations of Data Exchange Economies Incentivize to build: A crowdsourcing framework for federated learning
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 69bf960c-370d-42d9-989e-ef43722be8db · outbound
On the Theoretical Foundations of Data Exchange Economies Data-driven research in retail operations—a review
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bc6860a9-7d1d-4811-9374-e44207fc2b51 · outbound
On the Theoretical Foundations of Data Exchange Economies Big data market size: Global industry, share, analysis, trends and forecast 2022 - 2030
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2eb2715a-f3bd-4413-83dd-73eb9c746e36 · outbound
On the Theoretical Foundations of Data Exchange Economies Distributed task allocation in mobile device cloud exploiting federated learning and subjective logic
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2352a879-1144-4dd9-b842-5c3883b29a74 · outbound
On the Theoretical Foundations of Data Exchange Economies Inapproximability of nash equilibrium
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d3a3626a-22b1-4f31-aa6c-3d07d369ffa1 · outbound
On the Theoretical Foundations of Data Exchange Economies Big data driven supply chain management: A framework for implementing analytics and turning information into intelligence
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5f9e3a90-6a8d-47d4-b5b2-6fc5aecac043 · outbound
On the Theoretical Foundations of Data Exchange Economies The core of an n person game
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 320fe6e3-0578-46c6-a550-56a949b6fce0 · outbound
On the Theoretical Foundations of Data Exchange Economies Notes on the n-person game—ii: The value of an n-person game
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7eca8888-ac57-4679-aad1-4675c9d3481f · outbound
On the Theoretical Foundations of Data Exchange Economies A value for n-person games
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5170cb5f-e659-4c06-81c7-2914fae2791e · outbound
On the Theoretical Foundations of Data Exchange Economies On cores and indivisibility
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d844e7bf-3fa8-432f-b7ab-9332df179f94 · outbound
On the Theoretical Foundations of Data Exchange Economies Big data and sentiment analysis to highlight decision behaviours: a case study for student population
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7372a609-0fcc-4b9a-bbe1-27b61945f374 · outbound
On the Theoretical Foundations of Data Exchange Economies Market equilibrium under separable, piecewise-linear, concave utilities
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 754a86b1-d0b7-4cff-88da-05dd6d99fd26 · outbound
On the Theoretical Foundations of Data Exchange Economies Elements of pure economics
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 75ec671e-e9cb-4ae4-92f9-24dfad42ab0c · outbound
On the Theoretical Foundations of Data Exchange Economies Federated learning for healthcare informatics
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b0bac702-e30a-40f3-8481-f35800c202ce · outbound
On the Theoretical Foundations of Data Exchange Economies Dynamic games in federated learning training service market
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
No inbound Pith citation observations are available.