Paper Citation Record · LEDGER

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets

As of 19 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:1909.01542.

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

pith.paper-citation-record.v1
1909.01542 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T05:18:53.915931Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

28 of 28 outbound references displayed

verified exact0
verified fuzzy15
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 272d20ea-9cf2-4e1b-922e-374164a79b21 · outbound

This paper cites Belkin, P.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Belkin, P

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:18:54.579091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2edbe8e9-9189-43cb-aab5-c5160baec9bd · outbound

This paper cites an unresolved cited work.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:18:54.559670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fc7dd861-b823-4193-a864-a33d843134dc · outbound

This paper cites Blum and S.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Blum and S

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:18:54.540705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 257edd28-02ab-4d58-b930-88adf10d1cae · outbound

This paper cites Blum and T.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Blum and T

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:18:54.522676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3924281a-5632-4c70-b084-2e9eede5f238 · outbound

This paper cites an unresolved cited work.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-14T05:18:53.791190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24c4920d-7d1c-4699-aa5d-1af6def054d2 · outbound

This paper cites Explaining and Harnessing Adversarial Examples.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Explaining and Harnessing Adversarial Examples

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T05:18:53.796419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d952af11-bb19-486d-9dbc-ccfc620e8ce4 · outbound

This paper cites Grandvalet and Y.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Grandvalet and Y

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:18:54.504053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3b427a8d-e108-46f8-9e6a-02b64fb78b12 · outbound

This paper cites an unresolved cited work.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-14T05:18:53.815983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b515096-2076-4038-b2ae-c44362eebdcf · outbound

This paper cites Temporal Ensembling for Semi-Supervised Learning.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Temporal Ensembling for Semi-Supervised Learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-14T05:18:53.821461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0afe3ac3-ea22-4e65-aaa5-2c5d0cdd8adc · outbound

This paper cites an unresolved cited work.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:18:54.472010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 154d5458-bc06-45f8-ae53-38e7cf924e75 · outbound

This paper cites an unresolved cited work.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:18:54.454156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3ce9cd98-f33a-48df-95d3-4822b6ad0e7d · outbound

This paper cites Mitchell.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Mitchell

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:18:54.431527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 08eb7944-6009-4f93-8567-ff402c9e1a8c · outbound

This paper cites Miyato, S.-i.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Miyato, S.-i

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-14T05:18:53.843410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a66b3f7c-333d-40cb-9f77-920f828cd4cb · outbound

This paper cites Oliver, A.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Oliver, A

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:18:54.401072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 674ce8e3-5f7a-4b2d-8a1d-4555716ea613 · outbound

This paper cites Rasmus, M.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Rasmus, M

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:18:54.383115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f962143b-dd98-4d22-a061-7f487042aed9 · outbound

This paper cites an unresolved cited work.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:18:54.363742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8d103038-0ee7-4786-a245-bc3c1f49efb1 · outbound

This paper cites Riloff and J.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Riloff and J

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:18:54.344564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ee787ea8-598b-4867-b42a-dff69b8716e5 · outbound

This paper cites Rosenberg, M.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Rosenberg, M

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:18:54.324649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6e7551c1-31cf-426f-8ada-817df77695fd · outbound

This paper cites Sajjadi, M.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Sajjadi, M

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:18:54.301159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c1eb3807-e46e-41a0-94d6-54d0d77916b3 · outbound

This paper cites Sietsma and R.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Sietsma and R

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:18:54.280219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5571d9f7-6f1e-420a-9800-95176ecbd46d · outbound

This paper cites Srivastava, G.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Srivastava, G

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-14T05:18:53.883291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fa6412f-f9fa-4700-9064-363cf683f601 · outbound

This paper cites Tarvainen and H.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Tarvainen and H

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:18:54.247041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1b8e4328-2fe3-442c-a65b-dad1b17074b9 · outbound

This paper cites Weston, F.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Weston, F

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:18:54.225975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4b3fb9e2-2d56-49f2-b500-14599c3350d5 · outbound

This paper cites Revisiting Semi-Supervised Learning with Graph Embeddings.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Revisiting Semi-Supervised Learning with Graph Embeddings

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-14T05:18:53.896849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56b1ee3e-9773-4857-91b0-81d43831f7e5 · outbound

This paper cites Yarowsky.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Yarowsky

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:18:54.203177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e76f76a3-43f8-4bea-8fe8-335bf0e5310a · outbound

This paper cites Zhu and Z.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Zhu and Z

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:18:54.182738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b5df6932-3eee-4230-9212-7231aa9cad9c · outbound

This paper cites an unresolved cited work.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:18:54.165567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c4fb5879-10b9-4382-b166-d63be54dd7b2 · outbound

This paper cites an unresolved cited work.

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:18:54.143392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.