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Paper Citation Record · LEDGER

Dynamic Pricing in the Linear Valuation Model using Shape Constraints

As of 9 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 5 inbound Pith citation observations for arXiv:2502.05776.

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

pith.paper-citation-record.v1
2502.05776 v4

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T18:13:27.274653Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:40:06.364584Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-19T15:22:37.406798Z

Reference resolution

12 of 12 outbound references displayed

  • verified exact4
  • verified fuzzy6
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c0ec69f6-c6b3-4d3c-a632-84dbaef72f25 · outbound

This paper cites Lemma A.2.

Dynamic Pricing in the Linear Valuation Model using Shape Constraints Lemma A.2

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:13:42.722524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:13:27.218740Z digest=sha256:355227e82bad356a17bfe075a45d1a3028715778e7ae8794ff04de3da7acb570

Observation cdcdc9b7-25b2-4598-92e2-1691b653bd01 · outbound

This paper cites Multi-task dynamic pricing in credit market with contextual information.

Dynamic Pricing in the Linear Valuation Model using Shape Constraints Multi-task dynamic pricing in credit market with contextual information

Reference 3

Resolution
verified exact
raw_fallback, observed 2026-08-08T18:13:42.507486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:13:27.178830Z digest=sha256:fb046082ef9068bfc9f0bc3a69262e14a33c997e9cb14ac956da5d4b34a7dd81

Observation 93b29553-55c7-4c2a-8c18-adf77af9f221 · outbound

This paper cites Towards agnostic feature-based dynamic pricing: Linear policies vs linear valuation with unknown noise.

Dynamic Pricing in the Linear Valuation Model using Shape Constraints Towards agnostic feature-based dynamic pricing: Linear policies vs linear valuation with unknown noise

Reference 7

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verified fuzzy
raw_fallback, observed 2026-08-08T18:13:42.770559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:13:27.209890Z digest=sha256:769c2603a046119e85a75ed5bd56d43493c81d3a2af8bb5db6beebdf23e36ea8

Observation 8842eb42-c6c4-4f6e-85d5-377962ab6372 · outbound

This paper cites an unresolved cited work.

Dynamic Pricing in the Linear Valuation Model using Shape Constraints Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:13:42.611141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:13:27.223238Z digest=sha256:7660414e188c8bfc53256e142d763db859be3601f2ff7390632ad9a0b9a267b4

Observation 7b8cd27b-aa79-4883-8b27-1e581270fbec · outbound

This paper cites 20 Published in Transactions on Machine Learning Research (04/2025) A.4 Proof of Lemma 4.11 Let nk =|Ik| and~nk =|~Ik| and t∈E′ k.

Dynamic Pricing in the Linear Valuation Model using Shape Constraints 20 Published in Transactions on Machine Learning Research (04/2025) A.4 Proof of Lemma 4.11 Let nk =|Ik| and~nk =|~Ik| and t∈E′ k

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:13:42.600048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:13:27.226973Z digest=sha256:5f78fc0a0bca8c1cc6aa6b3ae4d2886c24b6f63419097257ba362c226d701184

Observation ecf0e62c-6462-4133-ae86-bfe0f6a575bc · outbound

This paper cites Analyzing C onEk: By Proposition 4.6 we have|Sk(u)−S0(u)|I(Ek) ≲∥ˆθk−θ0∥α 2≤Rα nk.

Dynamic Pricing in the Linear Valuation Model using Shape Constraints Analyzing C onEk: By Proposition 4.6 we have|Sk(u)−S0(u)|I(Ek) ≲∥ˆθk−θ0∥α 2≤Rα nk

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:13:42.589835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:13:27.274653Z digest=sha256:538c4d63b296480e64f0609ff4e94d803ba9aeb69c310099d0f131072a349c10

Observation 5b2edb49-4ee4-425c-b099-225a64dc2c77 · outbound

This paper cites Learning the Distribution Map in Reverse Causal Performative Prediction.

Dynamic Pricing in the Linear Valuation Model using Shape Constraints Learning the Distribution Map in Reverse Causal Performative Prediction

Reference 2009

Resolution
verified exact
local_arxiv, observed 2026-08-08T18:13:42.580949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:13:27.166548Z digest=sha256:4c9dbcddd7c28ce22d015efd192581403bcdfd84ca1070beabee94fbf75b89d3

Observation ae5062d3-0922-458f-aa04-874ee7f55a91 · outbound

This paper cites Improved Algorithms for Contextual Dynamic Pricing.

Dynamic Pricing in the Linear Valuation Model using Shape Constraints Improved Algorithms for Contextual Dynamic Pricing

Reference 2011

Resolution
unresolved
no resolver link, observed 2026-08-08T18:13:27.199917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:13:27.199917Z digest=sha256:4de0fc92fa28669a6e942d7675ddde0dc8196481db01fab22f2c742219d2c844

Observation 6b9bbdfc-9ac4-4cf6-8b35-aa9fe26c1a09 · outbound

This paper cites By Equation (7) we haveSθ(u) = ∫ S0(u + (θ−θ0)⊤x)dPx(x), from which we note thatSθ is non-increasing, becauseS0 is non-increasing.

Dynamic Pricing in the Linear Valuation Model using Shape Constraints By Equation (7) we haveSθ(u) = ∫ S0(u + (θ−θ0)⊤x)dPx(x), from which we note thatSθ is non-increasing, becauseS0 is non-increasing

Reference 2012

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:13:42.760544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:13:27.215618Z digest=sha256:136e403db218677692b6b5e571a71f9bd9ffc47b87c1fabd37f1b73156058659

Observation ebfbdcc0-9858-4e16-bd0d-1b1212b691ad · outbound

This paper cites Research in operations management and information systems interface.Production and Operations Management, 27(11):1893–1905,.

Dynamic Pricing in the Linear Valuation Model using Shape Constraints Research in operations management and information systems interface.Production and Operations Management, 27(11):1893–1905,

Reference 2014

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:13:42.781520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:13:27.187247Z digest=sha256:4084b79423ee6fb49e8e824af05100b0544712734c9f23936615e09a4633f702

Observation 1bc90f2b-3f63-44e7-b823-893adce5b9e3 · outbound

This paper cites Policy Optimization Using Semi-parametric Models for Dynamic Pricing.

Dynamic Pricing in the Linear Valuation Model using Shape Constraints Policy Optimization Using Semi-parametric Models for Dynamic Pricing

Reference 2020

Resolution
verified exact
local_arxiv, observed 2026-08-08T18:13:42.566177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:13:27.171206Z digest=sha256:1422ebb1c3fc605a50898f91e72cccf19be2a25164e123dde1e0a0606e261ef8

Observation 8654a745-0760-47da-a881-e3b20ae1c1dd · outbound

This paper cites Context-Based Dynamic Pricing with Online Clustering.

Dynamic Pricing in the Linear Valuation Model using Shape Constraints Context-Based Dynamic Pricing with Online Clustering

Reference 2024

Resolution
verified exact
local_arxiv, observed 2026-08-08T18:13:27.423041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:13:27.191001Z digest=sha256:254270b4da3f4b4ce07d000ce770f8776d2a2b60527f6eebef8a296572aa427b

Pith citing papers

Observation 2ff9ee44-441e-42af-87dd-d7b1038c77df · inbound

Pre-Trained AI Model Assisted Online Decision-Making under Missing Covariates: A Theoretical Perspective cites this paper.

Pre-Trained AI Model Assisted Online Decision-Making under Missing Covariates: A Theoretical Perspective Dynamic Pricing in the Linear Valuation Model using Shape Constraints

Reference 2020

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unresolved
no resolver link, observed 2026-08-06T18:40:06.364584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:40:06.364584Z digest=sha256:704cde8611455ff8efd5ebbd6acc526c2db232cae84470eaf8d9f10f193af76a

Observation 112bc509-cf9c-4346-b1a2-751e02a7dd55 · inbound

Optimal Semiparametric Dynamic Pricing with Feature Diversity cites this paper.

Optimal Semiparametric Dynamic Pricing with Feature Diversity Dynamic Pricing in the Linear Valuation Model using Shape Constraints

Reference 5

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verified exact
arxiv_id, observed 2026-07-28T02:23:13.696654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-08T17:34:49.811590Z digest=sha256:12e13abd02c2e3d972166d29e9c739a860afc3819effecceb225a09ca93687cb

Observation 9b5bc1c3-1da2-45ee-9e17-2e76a5663923 · inbound

Equilibrium and Pricing in Consumer Networks with Nonlinear Utilities: An Online Shape-Constrained Learning Approach cites this paper.

Equilibrium and Pricing in Consumer Networks with Nonlinear Utilities: An Online Shape-Constrained Learning Approach Dynamic Pricing in the Linear Valuation Model using Shape Constraints

Reference 126

Resolution
verified exact
arxiv_id, observed 2026-07-28T02:23:13.696654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-15T01:44:55.089973Z digest=sha256:be8ec95cc7bc7036bf5e61bd1f7cd1d298e759ee7231a6f038ac78a4090b6318

Observation 3d153422-fdfb-49b7-9f9a-50da066267d1 · inbound

Harnessing Unimodality in Semiparametric Contextual Pricing via Oracle Price Map Learning cites this paper.

Harnessing Unimodality in Semiparametric Contextual Pricing via Oracle Price Map Learning Dynamic Pricing in the Linear Valuation Model using Shape Constraints

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-07-28T02:23:13.696654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-19T15:19:56.224843Z digest=sha256:c193321075c799c71b99b892ff14860337262650c5ff7bbf97284b0f53462155

Observation a884887e-925f-4656-90d6-ff02ab0f22be · inbound

Optimizing the Preconditioner: A Black-box Online-to-Nonconvex Conversion with Static Regret Minimization Oracles cites this paper.

Optimizing the Preconditioner: A Black-box Online-to-Nonconvex Conversion with Static Regret Minimization Oracles Dynamic Pricing in the Linear Valuation Model using Shape Constraints

Reference 174

Resolution
unresolved
no resolver link, observed 2026-08-01T17:38:05.424464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T17:38:05.424464Z digest=sha256:2a14291eff269134a6195db083e8a706d654764bb29628143572d528362673cb