Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Meta-Principled Family of Hyperparameter Scaling Strategies
As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2210.04909.
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 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T01:03:53.166477Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-21T05:03:57.969418Z
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 7a2cb11f-38dc-4d7c-9d45-7715349d3b41 · inbound
Practical Efficiency of Muon for Pretraining cites this paper.
Practical Efficiency of Muon for Pretraining Meta-Principled Family of Hyperparameter Scaling Strategies
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T01:03:53.166477Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bcc20965-99b7-4629-a9b1-c38ce91e6e7b · inbound
Quantifying Hyperparameter Transfer and the Importance of Embedding Layer Learning Rate cites this paper.
Quantifying Hyperparameter Transfer and the Importance of Embedding Layer Learning Rate Meta-Principled Family of Hyperparameter Scaling Strategies
Reference 50
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:03:57.970923Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5a5db0de-cf9b-4483-8334-920648493869 · inbound
Pre-Strings Lectures on Artificial Intelligence cites this paper.
Pre-Strings Lectures on Artificial Intelligence Meta-Principled Family of Hyperparameter Scaling Strategies
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T06:14:03.658427Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.