Paper Citation Record · LEDGER

Multi-hypothesis classifier

As of 19 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:1908.07857.

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

pith.paper-citation-record.v1
1908.07857 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T12:23:13.243731Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

23 of 23 outbound references displayed

verified exact0
verified fuzzy10
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 47def951-8a7a-432a-ac89-10447dbc1a9f · outbound

This paper cites In the above equation  denotes the logical AND operator or binary multiplication and in the following equations  denotes the logical OR operator or binary summation.

Multi-hypothesis classifier In the above equation  denotes the logical AND operator or binary multiplication and in the following equations  denotes the logical OR operator or binary summation

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:23:13.630599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6318c6f4-a257-446e-9063-54f8543781ea · outbound

This paper cites In other words, the classifiers that reject the sample x will have no impact on the combined classifier unless all the classifier reject x.

Multi-hypothesis classifier In other words, the classifiers that reject the sample x will have no impact on the combined classifier unless all the classifier reject x

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:23:13.614567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9feae7c9-2133-49a7-a795-442c465c0617 · outbound

This paper cites drugpa kunleg.

Multi-hypothesis classifier drugpa kunleg

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:23:13.599476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a267ab5a-acb6-4a2a-9e25-19d53c13fdb5 · outbound

This paper cites an unresolved cited work.

Multi-hypothesis classifier Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:23:13.584228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1ae02e79-8b90-4dfd-b64d-719122f300f4 · outbound

This paper cites an unresolved cited work.

Multi-hypothesis classifier Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:23:13.568800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 09fe577e-1e88-4f4b-90af-abc9e8d06649 · outbound

This paper cites an unresolved cited work.

Multi-hypothesis classifier Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:23:13.553403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c80a7b10-e8eb-455e-b1c2-4019b68656e9 · outbound

This paper cites an unresolved cited work.

Multi-hypothesis classifier Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:23:13.538137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 895418ee-4877-4692-b28a-de6714bb9a43 · outbound

This paper cites an unresolved cited work.

Multi-hypothesis classifier Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:23:13.522928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 48f377b2-ad52-4b5b-aa99-e0ca8a6475e9 · outbound

This paper cites Which samples to collect from each class of each book, given the number of samples to be collected from each book for each class?.

Multi-hypothesis classifier Which samples to collect from each class of each book, given the number of samples to be collected from each book for each class?

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:23:13.507246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7900320e-ca49-46cd-a805-4cea46f609c1 · outbound

This paper cites an unresolved cited work.

Multi-hypothesis classifier Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:23:13.490960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ee594f95-cea9-485f-9325-46de7313b588 · outbound

This paper cites an unresolved cited work.

Multi-hypothesis classifier Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:23:13.476248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 43e1dd53-a7b4-4296-9a27-ed501851ccd7 · outbound

This paper cites The last step is the deciding step in maintaining the required variance of the data.

Multi-hypothesis classifier The last step is the deciding step in maintaining the required variance of the data

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:23:13.461469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bc0c36fc-a60b-4fdf-8a89-20af97892a75 · outbound

This paper cites an unresolved cited work.

Multi-hypothesis classifier Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:23:13.300552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation abe1bdc9-c758-476c-ac98-3a57c65d36f7 · outbound

This paper cites an unresolved cited work.

Multi-hypothesis classifier Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:23:13.400405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d25fa362-6163-4506-b5f3-e3938539abbf · outbound

This paper cites an unresolved cited work.

Multi-hypothesis classifier Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:23:13.385384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f6992d19-e326-43ef-b035-b689cc5a51fe · outbound

This paper cites statistically independent.

Multi-hypothesis classifier statistically independent

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:23:13.368989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7cbdc2c1-9203-4188-ba2a-21e0c9ee1be2 · outbound

This paper cites an unresolved cited work.

Multi-hypothesis classifier Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:23:13.351947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 43ddd683-a35b-482f-b27d-2b21bbaf60cf · outbound

This paper cites Freund and R.E.

Multi-hypothesis classifier Freund and R.E

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:23:13.335082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4e17589f-0b46-446f-ad00-10152f80a496 · outbound

This paper cites Kittler, M.

Multi-hypothesis classifier Kittler, M

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:23:13.318285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b7541749-d3df-482f-ab1e-994f955feb9c · outbound

This paper cites an unresolved cited work.

Multi-hypothesis classifier Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:23:13.282812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3a7ce1fc-7cc7-4f7c-b3b3-b1dcae6cd3a7 · outbound

This paper cites average distances for each class.

Multi-hypothesis classifier average distances for each class

Reference 135

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:23:13.446208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1eca4ae5-ef2b-4a51-a71b-97616dae8e9a · outbound

This paper cites an unresolved cited work.

Multi-hypothesis classifier Unresolved cited work

Reference 194

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:23:13.416082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d0a849f8-ed93-475f-af50-8226aba2afae · outbound

This paper cites So the accuracy comes to 88.62 %.

Multi-hypothesis classifier So the accuracy comes to 88.62 %

Reference 255

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:23:13.430876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.