Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
To Hedge or Not to Hedge: Optimal Strategies for Stochastic Trade Flow Management
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2503.02496.
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 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T10:18:51.216195Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T05:07:56.913166Z
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 1b87f7a1-3c18-46f4-b0b8-799f90d9817b · inbound
FlowOE: Imitation Learning with Flow Policy from Ensemble RL Experts for Optimal Execution under Heston Volatility and Concave Market Impacts cites this paper.
FlowOE: Imitation Learning with Flow Policy from Ensemble RL Experts for Optimal Execution under Heston Volatility and Concave Market Impacts To Hedge or Not to Hedge: Optimal Strategies for Stochastic Trade Flow Management
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:18:51.216195Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bb2db24-c7a8-41cf-99fc-e8231287d830 · inbound
Optimal hedging of an informed broker facing many traders cites this paper.
Optimal hedging of an informed broker facing many traders To Hedge or Not to Hedge: Optimal Strategies for Stochastic Trade Flow Management
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T05:07:56.945615Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.