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Paper Citation Record · LEDGER

Byzantine-Resilient Non-Convex Stochastic Gradient Descent

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2012.14368.

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

pith.paper-citation-record.v1
2012.14368 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 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T14:12:23.005075Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T02:30:55.242676Z

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 079b4c53-8900-4d21-be96-92c93063a45e · inbound

Decoding FL Defenses: Systemization, Pitfalls, and Remedies cites this paper.

Decoding FL Defenses: Systemization, Pitfalls, and Remedies Byzantine-Resilient Non-Convex Stochastic Gradient Descent

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-09T14:12:23.005075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T14:12:23.005075Z digest=sha256:9e0b8d021cc2ca9a4da74cb06a3cdcb7d28bd3a6652e4aae1c94a8a314a5d213

Observation 1eb5432f-a4ec-4c7e-b8bb-891b4f3a5b47 · inbound

\mathsf{VISTA}: Decentralized Machine Learning in Adversary Dominated Environments cites this paper.

\mathsf{VISTA}: Decentralized Machine Learning in Adversary Dominated Environments Byzantine-Resilient Non-Convex Stochastic Gradient Descent

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-11T02:30:55.245530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:28:59.554343Z digest=sha256:06b802386fae5c3b88f98ff28de783c0b0eea7fa4ef7253388a17d2d13bda88f