Paper Citation Record · LEDGER

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation

As of 21 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2603.02043.

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

pith.paper-citation-record.v1
2603.02043 v2

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T19:36:26.687056Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

25 of 25 outbound references displayed

verified exact0
verified fuzzy0
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 41c8c53d-9017-4685-af9b-b4d714d73301 · outbound

This paper cites an unresolved cited work.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:24.839359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0894b06-2e51-478b-8757-5ca6b311b971 · outbound

This paper cites Azoury and Manfred K.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Azoury and Manfred K

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:24.901919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48249d7a-552b-473e-b66a-863e1632d805 · outbound

This paper cites Model selection for support vector machines via leave-one-out bounds.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Model selection for support vector machines via leave-one-out bounds

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:25.012868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 620f1f25-4283-4b9a-bea6-88c4f8992f5e · outbound

This paper cites Statistical learning theory and stochastic optimization: Ecole d'Et \'e de Probabilit \'e s de Saint-Flour XXXI-2001.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Statistical learning theory and stochastic optimization: Ecole d'Et \'e de Probabilit \'e s de Saint-Flour XXXI-2001

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:25.096938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a2d69e0-65ec-4695-b499-0c89d7f67b27 · outbound

This paper cites Cawley and Nicola L.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Cawley and Nicola L

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:25.180595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 202c4119-230e-431a-9ef5-dd86a943ed37 · outbound

This paper cites Choosing multiple parameters for support vector machines.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Choosing multiple parameters for support vector machines

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:25.265701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28fa632b-7562-4b5e-bb11-a644d43dd37e · outbound

This paper cites Elements of information theory.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Elements of information theory

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:25.383814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 751d3f46-ddc1-42af-baa2-7f9ae1004629 · outbound

This paper cites Leave-one-out error and stability of learning algorithms with applications.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Leave-one-out error and stability of learning algorithms with applications

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:25.456077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 064e161c-fa63-475f-b81e-702b87632fdc · outbound

This paper cites Relative expected instantaneous loss bounds.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Relative expected instantaneous loss bounds

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:25.535289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b4ae9e3-c952-43b9-8232-75d3bb0aa03e · outbound

This paper cites The elements of statistical learning: data mining, inference, and prediction, volume 2.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation The elements of statistical learning: data mining, inference, and prediction, volume 2

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:25.612627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4ea55da-7a1e-4237-91b6-0b50cc7ade2f · outbound

This paper cites Predicting \ 0, 1 \ -functions on randomly drawn points.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Predicting \ 0, 1 \ -functions on randomly drawn points

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:25.750748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2b3e110-2bad-45f9-bf16-7ed2e9f193b0 · outbound

This paper cites Jaakkola and David Haussler.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Jaakkola and David Haussler

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:25.835984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8448d47-fad7-40b4-806e-f90c6677c878 · outbound

This paper cites Estimating the generalization performance of an svm efficiently.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Estimating the generalization performance of an svm efficiently

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:25.917009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f400cedf-b4fc-49be-aada-10cc79764f79 · outbound

This paper cites Algorithmic stability and sanity-check bounds for leave-one-out cross-validation.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Algorithmic stability and sanity-check bounds for leave-one-out cross-validation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:25.961768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d73eb23-93bc-480f-8d62-cdf7c52aea0a · outbound

This paper cites Estimation of error rates in discriminant analysis.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Estimation of error rates in discriminant analysis

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:26.019393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fce0d4f-1f4b-4a59-9661-f1733d4f06fc · outbound

This paper cites Luntz and V.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Luntz and V

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:26.089400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b43daeb-b15e-43ac-a7ee-37416f7a5600 · outbound

This paper cites Concentration inequalities and model selection, volume 10.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Concentration inequalities and model selection, volume 10

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:26.148932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44907602-b665-4fd6-a068-8f7c8718538f · outbound

This paper cites An improper estimator with optimal excess risk in misspecified density estimation and logistic regression.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation An improper estimator with optimal excess risk in misspecified density estimation and logistic regression

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:26.202385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bbe23e0-80c2-4bba-9379-4a44865e126f · outbound

This paper cites Refined Risk Bounds for Unbounded Losses via Transductive Priors.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Refined Risk Bounds for Unbounded Losses via Transductive Priors

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:26.261109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9dabda1-4b2e-4b94-8fa6-e777e5ba878d · outbound

This paper cites Cross-validatory choice and assessment of statistical predictions.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Cross-validatory choice and assessment of statistical predictions

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:26.349703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc845d75-f6a0-4511-8069-5b39e56e2252 · outbound

This paper cites Minimax Lower Bounds for Realizable Transductive Classification.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Minimax Lower Bounds for Realizable Transductive Classification

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:26.416279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b214ae38-f496-47d5-a739-7cb3814d5d0f · outbound

This paper cites an unresolved cited work.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:26.471950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71964eb8-d687-4bca-9d07-9655366ef1cf · outbound

This paper cites Competitive on-line statistics.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Competitive on-line statistics

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:26.542350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27c920b5-8b04-48be-a7f5-eaecef4d0e22 · outbound

This paper cites Applied Linear Regression.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Applied Linear Regression

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:26.595656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f5e0776-f420-4ffa-97a4-9ed8f705b865 · outbound

This paper cites Leave-one-out bounds for kernel methods.

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation Leave-one-out bounds for kernel methods

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T19:36:26.687056Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.