Pith. sign in

Paper Citation Record · LEDGER

How noise affects the Hessian spectrum in overparameterized neural networks

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:1910.00195.

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

pith.paper-citation-record.v1
1910.00195 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T10:13:02.562509Z

measured 1 of 1 external citation measurements

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

10
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 86891b60-aaac-4fd9-944d-e019d5475cca · inbound

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent cites this paper.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent How noise affects the Hessian spectrum in overparameterized neural networks

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-03T10:13:02.562509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:13:02.562509Z digest=sha256:bd3c373555ac0a15501def045df05f2806cef3982ddda88af7155f26f3883856

Observation 50c1fb25-b809-4e2c-9c72-41d74ec43cca · inbound

Wolkowicz-Styan Upper Bound on the Hessian Eigenspectrum for Cross-Entropy Loss in Nonlinear Smooth Neural Networks cites this paper.

Wolkowicz-Styan Upper Bound on the Hessian Eigenspectrum for Cross-Entropy Loss in Nonlinear Smooth Neural Networks How noise affects the Hessian spectrum in overparameterized neural networks

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-10T16:15:34.049374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T16:13:31.927099Z digest=sha256:875af7e67f7786d3443743a43aa4c90a480e71f460fd6d39440503654d4da013

Observation 60c87b64-a343-4938-b6b9-63beb339f562 · inbound

Closed-Form Steepest Descent Direction toward Flat Minima: Reducing Upper Bounds on the Loss Hessian Eigenspectrum in Neural Networks cites this paper.

Closed-Form Steepest Descent Direction toward Flat Minima: Reducing Upper Bounds on the Loss Hessian Eigenspectrum in Neural Networks How noise affects the Hessian spectrum in overparameterized neural networks

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-06-30T09:44:36.950611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-06-30T09:40:55.428448Z digest=sha256:425f057f054b0a8169933f688cd77ad389726f294f0088071c8fbddf37e06611