Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
A Review of Formal Methods applied to Machine Learning
As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2104.02466.
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 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T12:24:06.611830Z
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
3
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 fbccc91b-2b42-44d8-babe-c97c593e29ef · inbound
The Paradox of Success in Evolutionary and Bioinspired Optimization: Revisiting Critical Issues, Key Studies, and Methodological Pathways cites this paper.
The Paradox of Success in Evolutionary and Bioinspired Optimization: Revisiting Critical Issues, Key Studies, and Methodological Pathways A Review of Formal Methods applied to Machine Learning
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:43:27.083077Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65f91e0d-0c94-44c6-901c-617e3289714d · inbound
In Which Areas of Technical AI Safety Could Geopolitical Rivals Cooperate? cites this paper.
In Which Areas of Technical AI Safety Could Geopolitical Rivals Cooperate? A Review of Formal Methods applied to Machine Learning
Reference 101
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:24:06.611830Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d33f7dd0-c9a8-43db-9345-4358bd6fb7e0 · inbound
A General Framework for Property-Driven Machine Learning cites this paper.
A General Framework for Property-Driven Machine Learning A Review of Formal Methods applied to Machine Learning
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:48:46.585741Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f1dab7d-c33f-488e-9ce9-06291837a14f · inbound
Faster Verified Explanations for Neural Networks cites this paper.
Faster Verified Explanations for Neural Networks A Review of Formal Methods applied to Machine Learning
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T03:31:28.450925Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e77969b6-3f0c-45e9-8d8e-091c30cab419 · inbound
BEAVER: An Efficient Deterministic LLM Verifier cites this paper.
BEAVER: An Efficient Deterministic LLM Verifier A Review of Formal Methods applied to Machine Learning
Reference 50
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-17T01:58:51.293482Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0e4c92a6-f8bb-4802-9a27-77f3646fa528 · inbound
Certified geometric robustness -- Super-DeepG cites this paper.
Certified geometric robustness -- Super-DeepG A Review of Formal Methods applied to Machine Learning
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T22:06:14.834359Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5f3c0e99-27a4-40d2-a1ee-c622de73cf20 · inbound
Verification of Neural Networks (Lecture Notes) cites this paper.
Verification of Neural Networks (Lecture Notes) A Review of Formal Methods applied to Machine Learning
Reference 53
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-12T00:46:12.686367Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 467128ce-d417-4c68-91ca-498837c83272 · inbound
Quantitative Linear Logic for Neuro-Symbolic Learning and Verification cites this paper.
Quantitative Linear Logic for Neuro-Symbolic Learning and Verification A Review of Formal Methods applied to Machine Learning
Reference 118
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T17:32:30.540711Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 11bc4178-56b1-47ee-96d1-eb4ebc179219 · inbound
Quantitative Linear Logic for Neuro-Symbolic Learning and Verification cites this paper.
Quantitative Linear Logic for Neuro-Symbolic Learning and Verification A Review of Formal Methods applied to Machine Learning
Reference 118
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T05:45:05.450952Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation db4b159b-7f6a-45b2-bf4b-1846c6d8266b · inbound
Ceci n'est pas une pipe: AI systems as semantic abstractions cites this paper.
Ceci n'est pas une pipe: AI systems as semantic abstractions A Review of Formal Methods applied to Machine Learning
Reference 94
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T02:40:34.279112Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.