Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Fine-Tuning with Differential Privacy Necessitates an Additional Hyperparameter Search
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2210.02156.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T15:44:00.661641Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-23T17:23:15.496622Z
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 1d0b3d24-8cb4-4ab4-b406-3d640af10591 · inbound
Privacy Leakage via Output Label Space and Differentially Private Continual Learning cites this paper.
Privacy Leakage via Output Label Space and Differentially Private Continual Learning Fine-Tuning with Differential Privacy Necessitates an Additional Hyperparameter Search
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-05-23T17:23:15.499809Z
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.
Observation 325737e6-c2e1-42df-a414-9bf03f4b098d · inbound
Hyperparameters in Score-Based Membership Inference Attacks cites this paper.
Hyperparameters in Score-Based Membership Inference Attacks Fine-Tuning with Differential Privacy Necessitates an Additional Hyperparameter Search
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T15:44:00.661641Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.