Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2302.01772.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T21:10:23.145940Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-08T21:10:23.440936Z
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 9d5db1dd-34c3-4161-be33-c244a4e38d30 · inbound
Exploit Gradient Skewness to Circumvent Byzantine Defenses for Federated Learning cites this paper.
Exploit Gradient Skewness to Circumvent Byzantine Defenses for Federated Learning Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-08-08T21:10:23.445885Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.