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Paper Citation Record · LEDGER

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning

As of 11 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 1 inbound Pith citation observation for arXiv:2412.11019.

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

pith.paper-citation-record.v1
2412.11019 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:28:02.439180Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T19:13:53.781933Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T19:13:54.258499Z

Reference resolution

24 of 24 outbound references displayed

  • verified exact3
  • verified fuzzy6
  • unresolved15
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2e69880d-a140-4cd3-8284-f4fe439261b1 · outbound

This paper cites an unresolved cited work.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-11T15:28:02.696675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.357015Z digest=sha256:306bd38e6b90df98f5a84f701b3e27cfde88906134895d40ee0f17d6ce333a84

Observation dd545c7b-0a5b-45bc-9293-71e8668d66e5 · outbound

This paper cites an unresolved cited work.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-11T15:28:02.686640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.360998Z digest=sha256:bc299d4c1090fa54979703cae41c9e703b069332c0958ea741068eb23e40e988

Observation 105a24e1-9516-4c14-ab84-28bd1139010b · outbound

This paper cites an unresolved cited work.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-11T15:28:02.365192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T15:28:02.365192Z digest=sha256:8e54e62f7c3b7b7ca67fde2b3772d751533c88a47f0560cba3e0737fd70c2b4f

Observation 5bb8e977-bed0-49b1-845b-292c3f3b7b15 · outbound

This paper cites Bridging the Gap between Spatial and Spectral Domains: A Survey on Graph Neural Networks.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning Bridging the Gap between Spatial and Spectral Domains: A Survey on Graph Neural Networks

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-11T15:28:02.368700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T15:28:02.368700Z digest=sha256:f413ae737691494872edffbe9a96859d01f38d0d0c349b2779f43e2481775cda

Observation 17b4767b-6a10-4f60-bcec-94c8dc125e90 · outbound

This paper cites Douady, and S.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning Douady, and S

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:28:02.670839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.373124Z digest=sha256:a8a4f26519a592b73f8590f2c16dde640efc104511184e92bc78d3e82990a132

Observation 388708b9-3790-4eff-a6f0-a764b7118cad · outbound

This paper cites The StressVaR: A New Risk Concept for Superior Fund Allocation.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning The StressVaR: A New Risk Concept for Superior Fund Allocation

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-11T15:28:02.502597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.376629Z digest=sha256:9221cfdb781e81dde2d3e85ea2e6272be863409feda34d5174168a0d6a05d06f

Observation cd5c1b96-082d-4c32-bc31-08fcbbcba1c0 · outbound

This paper cites an unresolved cited work.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-11T15:28:02.662012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.381807Z digest=sha256:9c809fc45483b5486bf94cb45d82d95bf20b1490e34b1df59976b3022cce4dd1

Observation 26a0d390-b764-418f-a5af-02ef6ff7887a · outbound

This paper cites an unresolved cited work.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-11T15:28:02.653949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.384750Z digest=sha256:e9a49885782ad323309a741291f0510e4a44411f7685e2b2d9f47f6bcfa627f7

Observation d2b257c5-5c4a-4b2a-a723-a0bec5c83dbb · outbound

This paper cites an unresolved cited work.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-11T15:28:02.645657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.387784Z digest=sha256:4b1952275268dfb758c3d9f0114729a3bbc67840cb6963be758cbf90161e75a6

Observation 97fa2de2-5f32-4628-85e8-3096e5360649 · outbound

This paper cites Application of Deep Neural Networks to assess corporate Credit Rating.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning Application of Deep Neural Networks to assess corporate Credit Rating

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-11T15:28:02.488645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.390839Z digest=sha256:6a2d96cad88ffcd41c4f12f27c9bf295209cc4bad42451a4b2e404eb78743c2b

Observation 8ad1acb9-ff49-449e-bd18-b6bc410ea44a · outbound

This paper cites an unresolved cited work.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-11T15:28:02.637065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.393776Z digest=sha256:1b5bf8847bbe6f68df14d211971ee94ba92214b3e937adc5af54b3dc3da57dd7

Observation 9c2e291e-94d4-41a0-be77-cce344e4ed3f · outbound

This paper cites Zhu, and Y.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning Zhu, and Y

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:28:02.627605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.397186Z digest=sha256:9438930e901b5b84a2e543fa3d426169ec234c7faafe7730d1a65a0dc2c1b93b

Observation f296c742-2f64-4142-9f60-a85b6e88ae1c · outbound

This paper cites an unresolved cited work.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-11T15:28:02.617916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.400958Z digest=sha256:26eb8d29f81b3916afed9821f50e03c21b4940a3b4832b5f98a9ccccc83a7a87

Observation b9f54d4f-be4c-4057-9c9f-4bc0fa3338d7 · outbound

This paper cites an unresolved cited work.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-11T15:28:02.607874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.404838Z digest=sha256:403e90bd7b1ce3d81846dfc6ef680864e75c08e59dda21b089175329491fe80e

Observation 2db56c93-872c-4768-b7bf-2e37302d732c · outbound

This paper cites Han, and W.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning Han, and W

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:28:02.598493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.408788Z digest=sha256:fb8349f9af2662cdbafa1926a7671ab5cbce852c542fd980b05e554cf90784e8

Observation bfdba8ae-7e90-4948-9ddb-6761e4c6637d · outbound

This paper cites Chandola, V.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning Chandola, V

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:28:02.590086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.412259Z digest=sha256:59cd9e044fb20a75d9db04008602d66b24e4a0a5b192b9a30eea611026c3fbce

Observation 47ade85a-4aed-4126-ab86-325ebe9998bf · outbound

This paper cites an unresolved cited work.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-11T15:28:02.581494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.415587Z digest=sha256:fa5f38b4c49fff835aa7ddde1d50001e480b90371490a37042b60487a2cdf06a

Observation 0de6a193-6745-447a-ab09-ebf1ace32dbe · outbound

This paper cites an unresolved cited work.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-11T15:28:02.572335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.418997Z digest=sha256:e27a144c9ba0ec2340786d3ce64b3e72b4cb6f2fdad8760c2893da177e1679ed

Observation abb615c3-189b-499f-9a69-7ab0d2a38376 · outbound

This paper cites Wang, and I.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning Wang, and I

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:28:02.561729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.422055Z digest=sha256:a70cebe284df230f21081a801383c9254d372ff52cd1a00dab2f2c20ebd0c695

Observation 1aaba914-806b-46eb-8df5-15b5528238a9 · outbound

This paper cites ALERTA-Net: A Temporal Distance-Aware Recurrent Networks for Stock Movement and Volatility Prediction.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning ALERTA-Net: A Temporal Distance-Aware Recurrent Networks for Stock Movement and Volatility Prediction

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-08-11T15:28:02.474512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.425294Z digest=sha256:bbde44026d9bf322965f45f230645b0c40929c7dfa8d148ecdc2168e9095e348

Observation 414a01fe-d5d5-4a21-ac64-69482638b565 · outbound

This paper cites Chen, and J.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning Chen, and J

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:28:02.551399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.428768Z digest=sha256:c9f16974dc422c6ed25819fcb9152b157439695a35ce28d40d55f311f5defc51

Observation 070b3ef5-b7eb-4918-a895-f301349fd249 · outbound

This paper cites an unresolved cited work.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-11T15:28:02.541314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.432411Z digest=sha256:4ba07c781ea769a0314e2e5313e35735e11c9f56e28f3e901553daea8366db28

Observation f3f12cfd-646e-44cd-a328-4bf80d793f9c · outbound

This paper cites an unresolved cited work.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-11T15:28:02.531781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.435869Z digest=sha256:3e77ec46fe4eaa855ac208ac41e08f60f66a9025a418e68210b1c4dc339af0d8

Observation 75c385eb-bacd-49c5-93a7-826c48f5abcb · outbound

This paper cites an unresolved cited work.

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-11T15:28:02.522388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.439180Z digest=sha256:03951e5cfe819d39bb3d9bb29d11300129ee73d86682e0ebee856139d1233c8e

Pith citing papers

Observation 64e11c97-179f-49ab-bd38-768d24c0e12c · inbound

Credit Risk Identification in Supply Chains Using Generative Adversarial Networks cites this paper.

Credit Risk Identification in Supply Chains Using Generative Adversarial Networks PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning

Reference 30

Resolution
metadata mismatch
local_arxiv, observed 2026-08-10T19:13:54.264719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T19:13:53.781933Z digest=sha256:4b140ca0343062b9bca06122c3e085f84a824f08753b3df500b1ccffe45a2be7