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Paper Citation Record · LEDGER

Learning Curves for Decision Making in Supervised Machine Learning: A Survey

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2201.12150.

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

pith.paper-citation-record.v1
2201.12150 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T17:24:16.833684Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-10T23:40:50.779746Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 1d25cdf3-7840-4444-8d52-f3b2c915a3b3 · inbound

PyAWD: A Library for Generating Large Synthetic Datasets of Acoustic Wave Propagation cites this paper.

PyAWD: A Library for Generating Large Synthetic Datasets of Acoustic Wave Propagation Learning Curves for Decision Making in Supervised Machine Learning: A Survey

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-12T17:24:16.833684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:24:16.833684Z digest=sha256:99a602b7571bbc101da9462b1d561d5f61e47d98d3ef5b42f1b4dfa1f9c2ec14

Observation 917e5e46-da28-41c3-9087-494e22d20220 · inbound

Bayesian Neural Scaling Law Extrapolation with Prior-Data Fitted Networks cites this paper.

Bayesian Neural Scaling Law Extrapolation with Prior-Data Fitted Networks Learning Curves for Decision Making in Supervised Machine Learning: A Survey

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T13:01:09.624853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:01:09.624853Z digest=sha256:54f5773654f48bfda2e59de2666312e3bee3def6bf7bb730a7ab83d083330173

Observation dc283393-3231-4311-bc24-3e4204abbd3d · inbound

Towards Scaling Law Analysis For Spatiotemporal Weather Data cites this paper.

Towards Scaling Law Analysis For Spatiotemporal Weather Data Learning Curves for Decision Making in Supervised Machine Learning: A Survey

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-10T23:40:50.783116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-10T18:58:05.921123Z digest=sha256:ce915ff2d0bd42cb640d4cd188bf9c5cb11c703695140cd77ed627ae36fa4436