Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Sharp Analysis for Nonconvex SGD Escaping from Saddle Points
As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:1902.00247.
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 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-14T12:47:24.838188Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-05-25T10:25:38.628745Z
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 eb3e17a1-b4ef-4baf-9547-3a00d1b08d10 · inbound
Distributed Learning in Non-Convex Environments -- Part I: Agreement at a Linear Rate cites this paper.
Distributed Learning in Non-Convex Environments -- Part I: Agreement at a Linear Rate Sharp Analysis for Nonconvex SGD Escaping from Saddle Points
Reference 28
- Resolution
- verified exact
- local_arxiv, observed 2026-05-25T10:25:38.631306Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 041a77e5-032c-4dc6-9e2a-596207357959 · inbound
Distributed Learning in Non-Convex Environments -- Part II: Polynomial Escape from Saddle-Points cites this paper.
Distributed Learning in Non-Convex Environments -- Part II: Polynomial Escape from Saddle-Points Sharp Analysis for Nonconvex SGD Escaping from Saddle Points
Reference 28
- Resolution
- verified exact
- local_arxiv, observed 2026-05-25T09:55:36.574587Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 49d102a4-b65b-4379-a2b8-83c6bdf50fcc · inbound
Distributed Stochastic Gradient Method for Non-Convex Problems with Applications in Supervised Learning cites this paper.
Distributed Stochastic Gradient Method for Non-Convex Problems with Applications in Supervised Learning Sharp Analysis for Nonconvex SGD Escaping from Saddle Points
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T12:47:24.838188Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37c587e2-a5ef-4239-b9eb-c95e4b85096e · inbound
Second-Order Guarantees of Stochastic Gradient Descent in Non-Convex Optimization cites this paper.
Second-Order Guarantees of Stochastic Gradient Descent in Non-Convex Optimization Sharp Analysis for Nonconvex SGD Escaping from Saddle Points
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T12:38:57.677397Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 984faa96-19da-4a45-b97b-27be49739e0c · inbound
Accelerated Gradient Methods for Nonconvex Optimization: Escape Trajectories From Strict Saddle Points and Convergence to Local Minima cites this paper.
Accelerated Gradient Methods for Nonconvex Optimization: Escape Trajectories From Strict Saddle Points and Convergence to Local Minima Sharp Analysis for Nonconvex SGD Escaping from Saddle Points
Reference 28
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-24T07:54:09.123919Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.