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Paper Citation Record · LEDGER

PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning

As of 12 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 2026-08-12T06:34:41.77262+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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.357015Z digest=sha256:ca6316188379771355d2bcc0d5bc5f45c5a203c79ce22f6c7ff1b450ea0b9e01

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.360998Z digest=sha256:d44c4e88334e09749ba466fe2239143b8e3a6b83f5d5e1c4aa25402cb149025b

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.373124Z digest=sha256:83e1d6c6e563fe1f12fd55ad1b30d07c51f5d2994769ff2ae7fbeb730cf2c1ae

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.376629Z digest=sha256:7f72dfe46c1f860af90346c5c6a9f3bb8878bcca4958dfc8cd5bd60b71f09afe

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.381807Z digest=sha256:0d01b4448cc41fcbb0492e9ef9c01669920d7a63c1c8ffb68a62fc04781cb8e6

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.384750Z digest=sha256:569dfa672403de8741ac70c35414984679e88df6a2b437bed64b3ce7cadaf24c

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.387784Z digest=sha256:aef7695df92f88a08ace24e2fedbc596bb904389b6f04bb097b792e19c7896eb

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.390839Z digest=sha256:2ce39a5665bf396fc763db037ce7d375f9a9a19d7060b8fdc536cb90ab1766ca

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.393776Z digest=sha256:4b26120b4b5bb950f968e64aec8d43b70a2f628d2d75f5d8236c6a8c2dc15fad

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.397186Z digest=sha256:cd8adbe6e4e573cc01257aa83b3611a0fd990a2c668858b20db194d116980675

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.400958Z digest=sha256:6457426bd5ba6b1a09bdb535313581f04365c55e509b2d73f79107b9e15507f6

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.404838Z digest=sha256:8552accf40139811a28bb08992f6d8e2f12f2eab582a4014ad87da6fd7e7944b

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.408788Z digest=sha256:8d26ec21876efea8e0583b4fa3aee222d209876fd44685becbbbcaa0f2192145

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.412259Z digest=sha256:270579a7c7c7e2f98b398d2cd318c9632848429d3d81ad8267c30cb224db98a2

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.415587Z digest=sha256:8a9338b5bf5c7a5de7b7b58dc5e506b4f90a8f518c519e2a61a70de9741f577c

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.418997Z digest=sha256:e5ecbfaad98559656493334b085b78586c05825f60dc05d21702b045f0bb78a7

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.422055Z digest=sha256:4cde8943a12419a96aa8ab09fce96ff80799d5df48e7ec4b948512fdd7a6716c

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.425294Z digest=sha256:b78befb28153034da8cfd9009f8c830093d9148fd14313bf65cd77f8f14526d1

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.428768Z digest=sha256:046157a492e92ee095e534c391c677a594265799308749f7341d3965091fedcf

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.432411Z digest=sha256:faac9cf8590e3198901d080c219e3b3e65d99091d8e2e3a0089cc41d2d0a5ffb

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.435869Z digest=sha256:1dcb6424fac088c2cb551f6371abb51570d0586ea2b9f4105e4c8bb0a35bc6a1

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T15:28:02.439180Z digest=sha256:9d5c4337cc3e6a765d52ef3d71351fbdbed72fa21451df7ca5125de70bc7a167

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:13:53.781933Z digest=sha256:302f02903b4537c30734813ff99a84c1443ec9e5fe85d4252def02c345602290