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Paper Citation Record · LEDGER

Fix your classifier: the marginal value of training the last weight layer

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:1801.04540.

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

pith.paper-citation-record.v1
1801.04540 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 2026-08-18T06:34:40.430872+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:08:20.390658Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-14T05:23:19.975206Z

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 b0308e5a-1299-4818-97d7-89e68e1f2024 · inbound

LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm cites this paper.

LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Fix your classifier: the marginal value of training the last weight layer

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-14T11:18:03.474789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T11:18:03.474789Z digest=sha256:4e791b1a148f48bbf0bd169b21d3665aceaaee3da9405428a3c0ee72b0dc214c

Observation 26b1cae8-1a20-4998-b194-fbb3e140c4d5 · inbound

LCA: Loss Change Allocation for Neural Network Training cites this paper.

LCA: Loss Change Allocation for Neural Network Training Fix your classifier: the marginal value of training the last weight layer

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-14T05:23:19.982832Z

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.

source=pdf_text observed=2026-08-14T05:23:19.633195Z digest=sha256:72c1bff3ae7defaf19c6530e749894ba6deb44f01294ab9af8bba4577de7cf0b

Observation e968c20f-1f5f-432f-b16b-e1069c93b31b · inbound

GIF: Generative Inspiration for Face Recognition at Scale cites this paper.

GIF: Generative Inspiration for Face Recognition at Scale Fix your classifier: the marginal value of training the last weight layer

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-16T00:08:20.390658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:08:20.390658Z digest=sha256:7f7cc06099bf32e926f30dcfe44087b65454e2ba13e81ad8408c6702a8be8d3b