Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Exploiting Heterogeneity in Robust Federated Best-Arm Identification
As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2109.05700.
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 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:26:34.652111Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-19T08:22:10.715669Z
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 b3ef71fa-f091-490b-a687-fca5aaf0c871 · inbound
Heterogeneous Multi-agent Multi-armed Bandits on Stochastic Block Models cites this paper.
Heterogeneous Multi-agent Multi-armed Bandits on Stochastic Block Models Exploiting Heterogeneity in Robust Federated Best-Arm Identification
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:16:26.086558Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20d55f91-2ef6-4dcd-b3c4-1bb912d4b4e3 · inbound
Near Optimal Best Arm Identification for Clustered Bandits cites this paper.
Near Optimal Best Arm Identification for Clustered Bandits Exploiting Heterogeneity in Robust Federated Best-Arm Identification
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:26:34.652111Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2fdbef57-e237-4a9f-bc1e-80463f02c079 · inbound
Service Placement in Small Cell Networks Using Distributed Best Arm Identification in Linear Bandits cites this paper.
Service Placement in Small Cell Networks Using Distributed Best Arm Identification in Linear Bandits Exploiting Heterogeneity in Robust Federated Best-Arm Identification
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T08:22:10.723264Z
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.