Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T12:54:27.250266Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 6 of 6 outbound references and 0 inbound Pith citation observations for arXiv:2507.21429.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T12:54:27.250266Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
6 of 6 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 7bd1421d-425e-4fe9-a3eb-02271b6789df · outbound
From Sublinear to Linear: Local Convergence in Finite-Width Networks via Locally Polyak-Lojasiewicz Regions Convergence of stochastic gradient descent under a local Lojasiewicz condition for deep neural networks
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4cfd6cda-7d1f-4e0a-8101-2706abd67d91 · outbound
From Sublinear to Linear: Local Convergence in Finite-Width Networks via Locally Polyak-Lojasiewicz Regions Genericity of Polyak-Lojasiewicz Inequalities for Entropic Mean-Field Neural ODEs
Reference 2015
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b98e063-c750-4aa8-8b13-bd1c61a89abd · outbound
From Sublinear to Linear: Local Convergence in Finite-Width Networks via Locally Polyak-Lojasiewicz Regions The loss surfaces of multilayer networks
Reference 2019
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2417a37b-c515-41b6-8309-b566c4d6ce47 · outbound
From Sublinear to Linear: Local Convergence in Finite-Width Networks via Locally Polyak-Lojasiewicz Regions Henning Petzka and Cristian Sminchisescu
Reference 2020
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 683d7d39-c335-4783-a430-06c21377307e · outbound
From Sublinear to Linear: Local Convergence in Finite-Width Networks via Locally Polyak-Lojasiewicz Regions Loss landscapes and optimization in over-parameterized non-linear systems and neural networks
Reference 2022
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a042ffd-a905-467b-99f1-12bb78a9427f · outbound
From Sublinear to Linear: Local Convergence in Finite-Width Networks via Locally Polyak-Lojasiewicz Regions Zeyuan Allen-Zhu, Yuanzhi Li, and Zhao Song
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.