Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Stochastic Modified Equations and Dynamics of Dropout Algorithm
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2305.15850.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-10T19:32:41.882216Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T13:01:16.907593Z
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 b699ce5d-7e1e-4b41-9445-9f5af9841dd3 · inbound
On understanding and overcoming spectral biases of deep neural network learning methods for solving PDEs cites this paper.
On understanding and overcoming spectral biases of deep neural network learning methods for solving PDEs Stochastic Modified Equations and Dynamics of Dropout Algorithm
Reference 138
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T19:32:41.882216Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f61a50ba-e91a-4684-979c-b1dcc1ae298b · inbound
Reasoning Bias of Next Token Prediction Training cites this paper.
Reasoning Bias of Next Token Prediction Training Stochastic Modified Equations and Dynamics of Dropout Algorithm
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.594201Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a52381c9-da47-499e-8db9-e5007416eeac · inbound
An Analysis for Reasoning Bias of Language Models with Small Initialization cites this paper.
An Analysis for Reasoning Bias of Language Models with Small Initialization Stochastic Modified Equations and Dynamics of Dropout Algorithm
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T05:28:52.046608Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 748fc06e-a645-429a-9728-05d84920d1c8 · inbound
Scalable Complexity Control Facilitates Reasoning Ability of LLMs cites this paper.
Scalable Complexity Control Facilitates Reasoning Ability of LLMs Stochastic Modified Equations and Dynamics of Dropout Algorithm
Reference 82
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T13:01:17.011998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.