Paper Citation Record · LEDGER

ZENITH: Automated Gradient Norm Informed Stochastic Optimization

As of 8 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 0 inbound Pith citation observations for arXiv:2601.15212.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2601.15212 v2

Coverage vector

measured 4 of 4 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T09:02:59.245225Z

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

4 of 4 outbound references displayed

verified exact0
verified fuzzy0
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c78d2dea-36ae-4a8d-b954-ca16698ca660 · outbound

This paper cites Gradient descent with generalized Newton's method.

ZENITH: Automated Gradient Norm Informed Stochastic Optimization Gradient descent with generalized Newton's method

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-03T09:02:59.069502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0016de6f-7528-49a7-96d3-616fb580f6cf · outbound

This paper cites Prodigy: An Expeditiously Adaptive Parameter-Free Learner.

ZENITH: Automated Gradient Norm Informed Stochastic Optimization Prodigy: An Expeditiously Adaptive Parameter-Free Learner

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-03T09:02:59.189149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d919358-12f1-4e6b-909d-b99480ba1db4 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

ZENITH: Automated Gradient Norm Informed Stochastic Optimization Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-03T09:02:59.245225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2f07ea3-3c8a-49dd-bc34-e79f580cc2d6 · outbound

This paper cites SGDR: Stochastic Gradient Descent with Warm Restarts.

ZENITH: Automated Gradient Norm Informed Stochastic Optimization SGDR: Stochastic Gradient Descent with Warm Restarts

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-03T09:02:59.133045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.