Pith. sign in

Paper Citation Record · LEDGER

Byzantine-Robust Variance-Reduced Federated Learning over Distributed Non-i.i.d. Data

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2009.08161.

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

pith.paper-citation-record.v1
2009.08161 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T19:31:18.548812Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

77
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 2c4f0453-90fd-4261-a2e4-a82548b65157 · inbound

NEO-Grid: A Neural Approximation Framework for Optimization and Control in Distribution Grids cites this paper.

NEO-Grid: A Neural Approximation Framework for Optimization and Control in Distribution Grids Byzantine-Robust Variance-Reduced Federated Learning over Distributed Non-i.i.d. Data

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-18T13:21:23.944291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-18T13:19:45.024067Z digest=sha256:40923e405ff765f86a89b179f15a4e88704775542fb6abc59a35e88b192a67f5

Observation aa5584a3-50c8-4b08-a5c6-27eefb14e6a9 · inbound

TS-Neyman: Posterior Sampling for Adaptive Stratified Estimation cites this paper.

TS-Neyman: Posterior Sampling for Adaptive Stratified Estimation Byzantine-Robust Variance-Reduced Federated Learning over Distributed Non-i.i.d. Data

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-06-27T18:21:07.673558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-06-27T18:16:58.316507Z digest=sha256:dca2284423bb8043a13909c89702fa5b94db883ace79c1bfb72082704f866059

Observation 6e83a9f7-7998-488d-b113-c547f602527a · inbound

When and How to Pilot: Design Rules for Two-Wave Experiments cites this paper.

When and How to Pilot: Design Rules for Two-Wave Experiments Byzantine-Robust Variance-Reduced Federated Learning over Distributed Non-i.i.d. Data

Reference 109

Resolution
unresolved
no resolver link, observed 2026-08-01T19:31:18.548812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T19:31:18.548812Z digest=sha256:5cd7e627b41f477e85871a41440ca4289aa6191c556d9fb8843ddd1a789dbb66

Observation 18b48783-5862-408a-b0ca-73f65c95b0ee · inbound

Partial pooling predicts cross-validation reliability: a closed-form triage and Rao-Blackwellised cure for hierarchical LOO cites this paper.

Partial pooling predicts cross-validation reliability: a closed-form triage and Rao-Blackwellised cure for hierarchical LOO Byzantine-Robust Variance-Reduced Federated Learning over Distributed Non-i.i.d. Data

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-01T14:16:41.358605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T14:16:41.358605Z digest=sha256:4da53f5b211cd46324c1b7cc26e5dda5500f2ef778961e364ce098fd80482b50