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Paper Citation Record · LEDGER

Distributed Learning over Arbitrary Topology: Linear Speed-Up with Polynomial Transient Time

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2503.16123.

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

pith.paper-citation-record.v1
2503.16123 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 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:56:23.096823Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T07:36:00.092763Z

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 b86fa3cb-f8c8-4533-bd3a-2866bd3ed699 · inbound

Stochastic Push-Pull for Decentralized Nonconvex Optimization cites this paper.

Stochastic Push-Pull for Decentralized Nonconvex Optimization Distributed Learning over Arbitrary Topology: Linear Speed-Up with Polynomial Transient Time

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T05:56:23.096823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:56:23.096823Z digest=sha256:7e06c579c387c6418f22f72aadee911e67e3a1bceed5f70d2d58353013f60e99

Observation 5a616a36-1fcf-49d8-9d2e-d666cec38608 · inbound

Stochastic Momentum Tracking Push-Pull for Decentralized Optimization over Directed Graphs cites this paper.

Stochastic Momentum Tracking Push-Pull for Decentralized Optimization over Directed Graphs Distributed Learning over Arbitrary Topology: Linear Speed-Up with Polynomial Transient Time

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-11T07:36:00.096508Z

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.

source=pdf_text observed=2026-05-10T17:05:01.911625Z digest=sha256:9c9a05f0c2a42f11a604abe2a7496425222a18c8695134e6e6cd61fa57c13645