Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Linear Speedup in Personalized Collaborative Learning
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2111.05968.
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 2026-08-06T19:04:51.269244Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T17:48:46.085424Z
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 3e0d5a53-4010-4ae3-80d6-f11aa87abd9d · inbound
Incentivizing Honesty among Competitors in Collaborative Learning and Optimization cites this paper.
Incentivizing Honesty among Competitors in Collaborative Learning and Optimization Linear Speedup in Personalized Collaborative Learning
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-24T08:49:13.866069Z
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.
Observation 178cb2ef-bf40-4cba-94dc-619a1e404e88 · inbound
Adaptive collaboration for online personalized distributed learning with heterogeneous clients cites this paper.
Adaptive collaboration for online personalized distributed learning with heterogeneous clients Linear Speedup in Personalized Collaborative Learning
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:04:51.269244Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37756d8b-af3a-48bc-8047-6228cf432560 · inbound
SILAGE: Memory-Efficient, Full-Gradient-Free Nonconvex Optimization for Nested Finite Sums cites this paper.
SILAGE: Memory-Efficient, Full-Gradient-Free Nonconvex Optimization for Nested Finite Sums Linear Speedup in Personalized Collaborative Learning
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T17:48:46.087071Z
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.