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Paper Citation Record · LEDGER

On the Byzantine Fault Tolerance of signSGD with Majority Vote

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2502.19170.

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

pith.paper-citation-record.v1
2502.19170 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T23:45:51.070668Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T23:49:15.309313Z

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 d762efc0-bb23-412f-a92b-9a674d6c46e7 · inbound

Adversary-Robust Learning from Fully Asynchronous Directional Derivative Estimates cites this paper.

Adversary-Robust Learning from Fully Asynchronous Directional Derivative Estimates On the Byzantine Fault Tolerance of signSGD with Majority Vote

Reference 142

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T06:16:25.837735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-05-12T04:27:35.605021Z digest=sha256:91eafefeec869fcd263ec6bb7c66c38bb7ce4605934e0ca4936a2dd429f03685

Observation e5302aa4-d955-4ff3-a9e6-88afe45262c1 · inbound

SignMuon: Communication-Efficient Distributed Muon Optimization cites this paper.

SignMuon: Communication-Efficient Distributed Muon Optimization On the Byzantine Fault Tolerance of signSGD with Majority Vote

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-20T23:49:15.312741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-20T23:45:51.070668Z digest=sha256:5979932234ea4cce27f3d04390af5a6268f5ce9ab6b5e799076944833b8c9e49