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Paper Citation Record · LEDGER

From Headlines to Holdings: Deep Learning for Smarter Portfolio Decisions

As of 12 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2509.24144.

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

pith.paper-citation-record.v1
2509.24144 v2

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T14:43:03.551792Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

14 of 14 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved11
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ca9cc457-d8e5-4271-a403-ad69d929a346 · outbound

This paper cites Accessed: 2025-07-28.

From Headlines to Holdings: Deep Learning for Smarter Portfolio Decisions Accessed: 2025-07-28

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-04T14:43:02.043780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T14:43:02.043780Z digest=sha256:43b6e0a38860df6e7e047e7472be02bac9e4fb8948d45115ff23987ef3fa199c

Observation 56621eef-d25b-4439-a968-3bd17fcbe3b6 · outbound

This paper cites High-performance stock index trading: making effective use of a deep LSTM neural network.

From Headlines to Holdings: Deep Learning for Smarter Portfolio Decisions High-performance stock index trading: making effective use of a deep LSTM neural network

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-04T14:43:02.167376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T14:43:02.167376Z digest=sha256:36ec79992511cfc7c6d8672d531521f51dcfc0281c671f555530dc4f41b87f3d

Observation 5f0c6e2f-fd44-43c6-8d30-057ade35ccb3 · outbound

This paper cites Graph neural networks for deep portfolio optimization.

From Headlines to Holdings: Deep Learning for Smarter Portfolio Decisions Graph neural networks for deep portfolio optimization

Reference 3

Resolution
malformed identifier
doi_truncated, observed 2026-08-04T14:43:26.904731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-04T14:43:02.337478Z digest=sha256:ba474e71386a773129119c03e1c1ad22c14ad7c8ec42f6b1bd68b381336e6b98

Observation e0c49bb5-210b-4129-bc0e-e7c2b81e0616 · outbound

This paper cites Louis.3-Month Treasury Bill: Secondary Market Rate (TB3MS).https: //fred.stlouisfed.org/series/TB3MS.

From Headlines to Holdings: Deep Learning for Smarter Portfolio Decisions Louis.3-Month Treasury Bill: Secondary Market Rate (TB3MS).https: //fred.stlouisfed.org/series/TB3MS

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-04T14:43:02.469426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T14:43:02.469426Z digest=sha256:238397f424cb9ace6acf13d10d0ffbfcbf36ec96b0f8de8c993968960c09eab4

Observation f4458ee5-48a3-4dc7-b327-90d427ba9270 · outbound

This paper cites Long Short-Term Memory.

From Headlines to Holdings: Deep Learning for Smarter Portfolio Decisions Long Short-Term Memory

Reference 5

Resolution
verified exact
doi, observed 2026-08-04T14:43:26.684734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-04T14:43:02.587857Z digest=sha256:dc3d38359f57a4fb2de2602c4dc0dbd987761149dd97211d92662cf00df3a2ab

Observation e6745778-d09b-48da-a83d-59f1319c959a · outbound

This paper cites Adam: A Method for Stochastic Optimization.

From Headlines to Holdings: Deep Learning for Smarter Portfolio Decisions Adam: A Method for Stochastic Optimization

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-04T14:43:02.730679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T14:43:02.730679Z digest=sha256:ef2904b150e07e33a9eebe998420d790817d235826055163dbe33e45bc8cf744

Observation c2a9dd95-d56d-4246-ad38-5b5066a3031e · outbound

This paper cites Large-scale Time-Varying Portfolio Optimisation using Graph Attention Networks.

From Headlines to Holdings: Deep Learning for Smarter Portfolio Decisions Large-scale Time-Varying Portfolio Optimisation using Graph Attention Networks

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-04T14:43:02.832655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T14:43:02.832655Z digest=sha256:49e68e3b3b560211b03622592f517a352cd23d7f7020cfb580ce58c550452e5c

Observation 421efa45-116a-4c81-89d9-1818ef1023d8 · outbound

This paper cites Leveraging BiLSTM-GAT for enhanced stock market prediction: a dual-graph approach to portfolio optimization.

From Headlines to Holdings: Deep Learning for Smarter Portfolio Decisions Leveraging BiLSTM-GAT for enhanced stock market prediction: a dual-graph approach to portfolio optimization

Reference 8

Resolution
malformed identifier
doi_truncated, observed 2026-08-04T14:43:26.325381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-04T14:43:02.953365Z digest=sha256:013ab4b7a8a5e5d8110030365ea726f8460ecb2fb1cc62ef9860be2800d1c869

Observation ff4476c1-5f26-46c4-9a98-0c9345029bd1 · outbound

This paper cites Accessed: 2025-07-28.

From Headlines to Holdings: Deep Learning for Smarter Portfolio Decisions Accessed: 2025-07-28

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-04T14:43:03.076308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T14:43:03.076308Z digest=sha256:a95c6ace9b93f865907c716e2908b687abdbe454f2a6d7634fa386464afc23c3

Observation ac2ed75a-ac60-45b6-8fc1-34b9ec77f71b · outbound

This paper cites SSRN preprint.

From Headlines to Holdings: Deep Learning for Smarter Portfolio Decisions SSRN preprint

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-04T14:43:03.160949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T14:43:03.160949Z digest=sha256:18421b9da654206c78db80837c920be5b57429e22b91ca0430526b4b0c0e764d

Observation bc752e7e-782b-4f77-b473-94444fdb10e0 · outbound

This paper cites Effects of Daily News Sentiment on Stock Price Forecasting.

From Headlines to Holdings: Deep Learning for Smarter Portfolio Decisions Effects of Daily News Sentiment on Stock Price Forecasting

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-04T14:43:03.260894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T14:43:03.260894Z digest=sha256:773a24abe3b21686846fd8e1b0c7dc9c9d22608641393ed47148f74fc4bf69e0

Observation 7f724d0e-0a5f-404d-9b7f-be6a6c76c774 · outbound

This paper cites Graph Attention Networks.

From Headlines to Holdings: Deep Learning for Smarter Portfolio Decisions Graph Attention Networks

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-04T14:43:03.388672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T14:43:03.388672Z digest=sha256:5422101a2b95562e79ec53a881284a96fda86eebde4755ecfb92cff9c3948f0b

Observation 13f483ba-4b67-4438-a366-2737eaf76884 · outbound

This paper cites Deep Learning for Portfolio Optimization.

From Headlines to Holdings: Deep Learning for Smarter Portfolio Decisions Deep Learning for Portfolio Optimization

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-04T14:43:03.483891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T14:43:03.483891Z digest=sha256:f54aef1175d035d00fe701562d4ef3189b543687767ecc850d3d4a902d9d921a

Observation eeda4b29-f0f7-4c46-a3fe-4e23ccb0a038 · outbound

This paper cites Two-Stage Portfolio Optimization Integrating Optimal Sharpe Ratio Measure and Ensemble Learning.

From Headlines to Holdings: Deep Learning for Smarter Portfolio Decisions Two-Stage Portfolio Optimization Integrating Optimal Sharpe Ratio Measure and Ensemble Learning

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-04T14:43:03.551792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T14:43:03.551792Z digest=sha256:bb0be7baaad15902b099b9fce781338c71326599a18876bacdb2c51e4808d2d3

Pith citing papers

No inbound Pith citation observations are available.