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Paper Citation Record · LEDGER

Dynamic Pricing in the Linear Valuation Model using Shape Constraints

As of 10 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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:13:27.218740Z digest=sha256:d7afcc16407b945be45f269af3b1de86db7df8eebe144ac42e56b3c8125de22c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:13:27.178830Z digest=sha256:6600c03879bcc2b21b2a0ba3806aabd1c4a6d3899854861af5536c8eb087299d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:13:27.209890Z digest=sha256:45cc521d5202be67bcbb4f8c0b4b2b814ab2259169a7c88d9e9edb90dd4a374e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:13:27.223238Z digest=sha256:841b0e55ef9c3b3ae969e1ad60600413bc3a3461e5fb924444d63c6e738620c1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:13:27.226973Z digest=sha256:a8a1f0dcfcbc8d023544f6eaa9eb28ddfbcf8841492f3c9e48d22db2d5751c5f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:13:27.274653Z digest=sha256:03215d4f736afbe3e08d4ae74a5485edbdca1c1bc1aa14e21487cb60531c0a13

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:13:27.166548Z digest=sha256:ba89359a8d313239291320543d4337dadba2eb92d653b9ece2ca448c300f4151

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:dc2b1de80ec53ab51cf32e969068ee0ffbf1e1815010d60232fe7ff4c8d068fd

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:13:27.215618Z digest=sha256:ce6c10cbc3b285d767030220ce33fd84365a70b17f02d4aec26361fe27f8fe87

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:13:27.187247Z digest=sha256:d87ef3f55bcbaebc26dd6ca52695585179e2d96cf2f76b78d66bde300f328922

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:13:27.171206Z digest=sha256:bee057dd9c06a7c720a0a2b08aa8e21882324d28409ec1fda5590aaaa9d605dd

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:13:27.191001Z digest=sha256:d46214703c75bee3efc06d5fdd9dfa9c469dc2f2c6b6a4cd51183ecf18fe6e15

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:c3b340b4b76f91d427dac703592d565fddbc6cbecdc9b3e00f33802c285ca840

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

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-08T17:34:49.811590Z digest=sha256:2d6554a50d65ef878532d045a1eba07d1c1ff36fd6b62face32171c6bb1090d0

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-15T01:44:55.089973Z digest=sha256:857669d912811f1e6189b1337f17a607c4e1f8236bf316dceab28c90f6831bb6

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-19T15:19:56.224843Z digest=sha256:f00f0d6a2fc953fac28b77880e19291de2470f2793366bac49a3c6a1330d50df

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=sha256:0e6bb05538a15996e1d26c3bd532a89ca7e7110c00574a6411ef01f5b36f4c5c