Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Optimal Complexity in Byzantine-Robust Distributed Stochastic Optimization with Data Heterogeneity
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2503.16337.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:57:00.408648Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-12T06:16:25.872268Z
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 4280eb54-e6d2-4def-aba7-d96a1fa3d10f · inbound
Generalization Error Analysis for Attack-Free and Byzantine-Resilient Decentralized Learning with Data Heterogeneity cites this paper.
Generalization Error Analysis for Attack-Free and Byzantine-Resilient Decentralized Learning with Data Heterogeneity Optimal Complexity in Byzantine-Robust Distributed Stochastic Optimization with Data Heterogeneity
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:57:00.408648Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91a40f67-5b5f-45f9-80d6-0122d8bbeeea · inbound
Adversary-Robust Learning from Fully Asynchronous Directional Derivative Estimates cites this paper.
Adversary-Robust Learning from Fully Asynchronous Directional Derivative Estimates Optimal Complexity in Byzantine-Robust Distributed Stochastic Optimization with Data Heterogeneity
Reference 171
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T06:16:25.875458Z
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.