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Paper Citation Record · LEDGER

Deep Hedging with Options Using the Implied Volatility Surface

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2504.06208.

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

pith.paper-citation-record.v1
2504.06208 v3

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 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:32:02.607372Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T15:32:04.210495Z

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 6270b472-ac2f-4b01-ae77-87221cd27d53 · inbound

Is Deep Hedging Reinforcement Learning? cites this paper.

Is Deep Hedging Reinforcement Learning? Deep Hedging with Options Using the Implied Volatility Surface

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-02T05:28:53.112972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T05:28:53.112972Z digest=sha256:d43fcda260b3f156d0ee576fe0c788f4bade5e7d3487e6011d209bab359c7e3a

Observation a24610c9-0501-4354-b6c8-06ba11edac90 · inbound

Robust Hedging Valuation Adjustment for Deep Hedging Policies under Market Frictions cites this paper.

Robust Hedging Valuation Adjustment for Deep Hedging Policies under Market Frictions Deep Hedging with Options Using the Implied Volatility Surface

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-01T03:00:46.545597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T03:00:46.545597Z digest=sha256:322ce4871caf127697fbc574bfe3f52fd01f4a8fb19e1ead80215b5106a443f7

Observation a39ff262-1ffb-4533-8900-e456382fb19f · inbound

Robust Control under Stationary Ambiguity cites this paper.

Robust Control under Stationary Ambiguity Deep Hedging with Options Using the Implied Volatility Surface

Reference 2008

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:32:04.273756Z

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.

source=pdf_text observed=2026-08-06T15:32:02.607372Z digest=sha256:50b1b0c664a76224ae407a8c30156c309696ac0bff281613c01c90d7d339b917