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Paper Citation Record · LEDGER

CoBo: Collaborative Learning via Bilevel Optimization

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2409.05539.

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

pith.paper-citation-record.v1
2409.05539 v1

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 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:04:51.782933Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T22:15:41.287600Z

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 60c4fb55-0112-4419-8151-58b93ba37b81 · inbound

Adaptive collaboration for online personalized distributed learning with heterogeneous clients cites this paper.

Adaptive collaboration for online personalized distributed learning with heterogeneous clients CoBo: Collaborative Learning via Bilevel Optimization

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T19:04:51.782933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:04:51.782933Z digest=sha256:0c3f0d009dc622c93c86fa81154cecfc364770b2afafce4243ef7c1bb1e21668

Observation a079a7ac-4ab9-4c7c-90e1-972af3a81ce9 · inbound

Enhancing Privacy in Decentralized Min-Max Optimization: A Differentially Private Approach cites this paper.

Enhancing Privacy in Decentralized Min-Max Optimization: A Differentially Private Approach CoBo: Collaborative Learning via Bilevel Optimization

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-08-05T22:15:41.291923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:15:40.907527Z digest=sha256:4ac3fdce68a7e0f02bcef0c3e6e75b282fedcac7f5d4511c0d7a96ff9c5cb460