Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Transformers are Minimax Optimal Nonparametric In-Context Learners
As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2408.12186.
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 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-23T02:41:59.640979Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-23T02:42:25.796892Z
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 abd8b089-e6c3-4a90-af99-0ccf0671171e · inbound
Hallucinations are inevitable but can be made statistically negligible cites this paper.
Hallucinations are inevitable but can be made statistically negligible Transformers are Minimax Optimal Nonparametric In-Context Learners
Reference 55
- Resolution
- verified exact
- arxiv_id, observed 2026-05-23T02:42:25.799387Z
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.
Observation 34b33813-3993-4832-bc9f-24bc3063be18 · inbound
Overfitting has a limitation: a model-independent generalization gap bound based on R\'enyi entropy cites this paper.
Overfitting has a limitation: a model-independent generalization gap bound based on R\'enyi entropy Transformers are Minimax Optimal Nonparametric In-Context Learners
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T02:24:31.037777Z
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.
Observation 7cdb8bc5-26b8-4513-8be8-3ec80c9abf5c · inbound
Multi-Head Attention as Ensemble Nadaraya-Watson Estimation: Variance Reduction, Decorrelation, and Optimal Head Diversity cites this paper.
Multi-Head Attention as Ensemble Nadaraya-Watson Estimation: Variance Reduction, Decorrelation, and Optimal Head Diversity Transformers are Minimax Optimal Nonparametric In-Context Learners
Reference 11
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-21T07:34:03.014891Z
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.