Pith. sign in

Paper Citation Record · LEDGER

Directional Convergence Near Small Initializations and Saddles in Two-Homogeneous Neural Networks

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2402.09226.

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

pith.paper-citation-record.v1
2402.09226 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-01T00:37:16.364388Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T00:45:12.028468Z

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 05406417-bfae-41b4-a768-a92fc650f422 · inbound

An overview of condensation phenomenon in deep learning cites this paper.

An overview of condensation phenomenon in deep learning Directional Convergence Near Small Initializations and Saddles in Two-Homogeneous Neural Networks

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-22T20:05:04.838448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-22T20:02:41.105786Z digest=sha256:96795d48e8a608aa004f9bb5cf99c73f4e589db96086121795497f6cd9be12ae

Observation 99298317-1e27-4740-9b95-23ee40a3da9e · inbound

A Theory of Saddle Escape in Deep Nonlinear Networks cites this paper.

A Theory of Saddle Escape in Deep Nonlinear Networks Directional Convergence Near Small Initializations and Saddles in Two-Homogeneous Neural Networks

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:51:05.730827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-09T14:54:47.763122Z digest=sha256:7e8d3b7d962fa155f2b4376c0d56121f832e77a0dd6a74fd44b43f032fe9b4c1

Observation 8d334c89-3234-41ed-b44d-9ec59c65634e · inbound

A Theory of Saddle Escape in Deep Nonlinear Networks cites this paper.

A Theory of Saddle Escape in Deep Nonlinear Networks Directional Convergence Near Small Initializations and Saddles in Two-Homogeneous Neural Networks

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-11T02:25:54.572040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T02:22:38.751375Z digest=sha256:b7bd0894329fb419f3e264c98e66f83a8f6d82b0af2bf01e845aceaa95874982

Observation 53a58648-233d-41c9-8707-c3065ba052f8 · inbound

A Theory of Saddle Escape in Deep Nonlinear Networks cites this paper.

A Theory of Saddle Escape in Deep Nonlinear Networks Directional Convergence Near Small Initializations and Saddles in Two-Homogeneous Neural Networks

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-07-01T00:45:12.030322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-01T00:37:16.364388Z digest=sha256:2f541040ab4bf90cd190bf7102457880aca1f057b1da13ce64c87ed1709bfd0c