Pith. sign in

Paper Citation Record · LEDGER

Privacy Amplification for Matrix Mechanisms

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2310.15526.

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

pith.paper-citation-record.v1
2310.15526 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 2026-08-04T13:45:03.835098Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T04:45:57.992833Z

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 735b3317-01fb-4036-a5e3-0f742233cfaa · inbound

Federated Learning with Enhanced Privacy via Model Splitting and Random Client Participation cites this paper.

Federated Learning with Enhanced Privacy via Model Splitting and Random Client Participation Privacy Amplification for Matrix Mechanisms

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-04T13:45:03.835098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T13:45:03.835098Z digest=sha256:280e7257e123401543e946c739a816049852272c0953a49ad2e40942aefc315d

Observation d0356c32-ab2c-49a3-adbc-731009af868a · inbound

Less Random, More Private: What is the Optimal Subsampling Scheme for DP-SGD? cites this paper.

Less Random, More Private: What is the Optimal Subsampling Scheme for DP-SGD? Privacy Amplification for Matrix Mechanisms

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:45:57.997697Z

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=arxiv_source observed=2026-05-11T01:06:21.633242Z digest=sha256:b8e10fec79b0f3b1b641870ea2957debc55f72ba9bc9c8a814da367df5619b21