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Paper Citation Record · LEDGER

Smoothed Normalization for Efficient Distributed Private Optimization

As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2502.13482.

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

pith.paper-citation-record.v1
2502.13482 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 2026-08-04T06:34:03.388597+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T01:23:37.113173Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T15:51:45.739439Z

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 f70ea1f8-ce9d-4134-8831-8c4f9beb710b · inbound

Decentralized Nonconvex Optimization under Heavy-Tailed Noise: Normalization and Optimal Convergence cites this paper.

Decentralized Nonconvex Optimization under Heavy-Tailed Noise: Normalization and Optimal Convergence Smoothed Normalization for Efficient Distributed Private Optimization

Reference 62

Resolution
verified exact
arxiv_id, observed 2026-05-22T15:51:45.742300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T15:49:07.709952Z digest=sha256:e44d9b5398ce636158b2accd7cd45905c2dd2fdb4c5175c90664574c56df2a49

Observation b46527ca-41a9-4d39-8be8-2e9dd294e0b9 · inbound

What's in a Smoothness Constant? Tighter Rates for Local SGD with Bounded Second-order Heterogeneity cites this paper.

What's in a Smoothness Constant? Tighter Rates for Local SGD with Bounded Second-order Heterogeneity Smoothed Normalization for Efficient Distributed Private Optimization

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-02T01:23:37.113173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T01:23:37.113173Z digest=sha256:34cdd9fc71860c93d4bebda98887a5acdc27aec571f34b17988516c8c9894d7a