Paper Citation Record · LEDGER

Universal Multiclass Transductive Online Learning

As of 21 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 0 inbound Pith citation observations for arXiv:2605.30479.

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

pith.paper-citation-record.v1
2605.30479 v1

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T08:30:32.915006Z

measured 10 of 10 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

10 of 10 outbound references displayed

verified exact0
verified fuzzy0
unresolved9
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e208efe4-46d0-4bfe-9b28-7bf5d910229d · outbound

This paper cites A theory of PAC learnability of partial concept classes.

Universal Multiclass Transductive Online Learning A theory of PAC learnability of partial concept classes

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-29T08:30:32.915006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1667a31e-27a6-4643-85c5-cfe5f7b1b2ef · outbound

This paper cites an unresolved cited work.

Universal Multiclass Transductive Online Learning Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-29T08:30:32.915006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30dbcf04-2bbf-48dc-ac1d-84c769d7dd98 · outbound

This paper cites an unresolved cited work.

Universal Multiclass Transductive Online Learning Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-29T08:30:32.915006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9137846d-a641-47b3-b4a2-eeb62dd39fa3 · outbound

This paper cites 1 nKd nKdX t=1 I h ˆht−1(Xt)̸=Y t i Kd # ≥ 1 4 .(1) Thus, we have lim sup d→∞ E.

Universal Multiclass Transductive Online Learning 1 nKd nKdX t=1 I h ˆht−1(Xt)̸=Y t i Kd # ≥ 1 4 .(1) Thus, we have lim sup d→∞ E

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-29T08:30:32.915006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae0dca50-8a59-438f-8a85-7ceb28753e9d · outbound

This paper cites Thus, there are ⌊logT⌋ nodes where the algorithm will make a mistake with probability half.

Universal Multiclass Transductive Online Learning Thus, there are ⌊logT⌋ nodes where the algorithm will make a mistake with probability half

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-29T08:30:32.915006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d5f004c-d2ab-497c-a706-abb4012e7669 · outbound

This paper cites TX t=1 I h Yt ̸= ˆYt i −I[Y t ̸=Y ∗ t ] # =E.

Universal Multiclass Transductive Online Learning TX t=1 I h Yt ̸= ˆYt i −I[Y t ̸=Y ∗ t ] # =E

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-29T08:30:32.915006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4b586f4-953e-44ab-92e7-4b12d778b67d · outbound

This paper cites That finishes the proof.

Universal Multiclass Transductive Online Learning That finishes the proof

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-29T08:30:32.915006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24f2512e-46f4-48b3-92e5-403d31e1c29d · outbound

This paper cites To prove the property of the algorithm, we first need a lemma about the prediction rule.

Universal Multiclass Transductive Online Learning To prove the property of the algorithm, we first need a lemma about the prediction rule

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-29T08:30:32.915006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc7ca6cf-040b-43cf-af01-c40a49d1eef8 · outbound

This paper cites an unresolved cited work.

Universal Multiclass Transductive Online Learning Unresolved cited work

Reference 9

Resolution: malformed identifier; no resolver link, observed 2026-06-29T08:30:32.915006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60d057cc-f0ea-436c-b905-85fc4bda83bf · outbound

This paper cites optimistically universal online learning.

Universal Multiclass Transductive Online Learning optimistically universal online learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-29T08:30:32.915006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.