Paper Citation Record · LEDGER

Z-Error Loss for Training Neural Networks

As of 8 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 0 inbound Pith citation observations for arXiv:2506.02154.

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

pith.paper-citation-record.v1
2506.02154 v1

Coverage vector

measured 4 of 4 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:33:20.333626Z

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

4 of 4 outbound references displayed

verified exact0
verified fuzzy3
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 563831d8-9379-46cb-bf22-e8c0fc925955 · outbound

This paper cites ""Z-MSE Loss that ignores outliers beyond a Z-score threshold.

Z-Error Loss for Training Neural Networks ""Z-MSE Loss that ignores outliers beyond a Z-score threshold

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:33:20.382406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation afed7595-7184-4ff5-9599-f898e12a16a6 · outbound

This paper cites an unresolved cited work.

Z-Error Loss for Training Neural Networks Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:33:20.374372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fa287da1-bdf0-49d1-afef-c3a6b88f315b · outbound

This paper cites "" Z-error masked binary cross-entropy loss. Only inlier samples (by Z-score in their class's logit distribution) contribute to the loss.

Z-Error Loss for Training Neural Networks "" Z-error masked binary cross-entropy loss. Only inlier samples (by Z-score in their class's logit distribution) contribute to the loss

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:33:20.366684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f44015a5-2beb-4c1f-bb70-e2b15c441ad9 · outbound

This paper cites Not enough inlier points in each class to fit Gaussians.

Z-Error Loss for Training Neural Networks Not enough inlier points in each class to fit Gaussians

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:33:20.358209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.