Filter Before You Solve: A Deterministic-First/Learned-Second Architecture for AI-Driven Portfolio Management with Real-Money Training-Investment Calibration

George Melville, Dena Ghiassi, Scott Inthathirath, Julian Yeomans

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DOI: 10.20944/preprints202606.1287.v1
Published: 2026-06-17
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Publisher: MDPI AG
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Cite this work

BibTeX

@article{allodium:10.20944/preprints202606.1287.v1,
  title = {Filter Before You Solve: A Deterministic-First/Learned-Second Architecture for AI-Driven Portfolio Management with Real-Money Training-Investment Calibration},
  author = {George Melville and Dena Ghiassi and Scott Inthathirath and Julian Yeomans},
  year = {2026},
  doi = {10.20944/preprints202606.1287.v1},
  url = {https://doi.org/10.20944/preprints202606.1287.v1}
}

RIS

TY  - JOUR
TI  - Filter Before You Solve: A Deterministic-First/Learned-Second Architecture for AI-Driven Portfolio Management with Real-Money Training-Investment Calibration
AU  - George Melville
AU  - Dena Ghiassi
AU  - Scott Inthathirath
AU  - Julian Yeomans
PY  - 2026
DO  - 10.20944/preprints202606.1287.v1
UR  - https://doi.org/10.20944/preprints202606.1287.v1
ER  -

APA

Melville, G., Ghiassi, D., Inthathirath, S., & Yeomans, J. (2026). Filter Before You Solve: A Deterministic-First/Learned-Second Architecture for AI-Driven Portfolio Management with Real-Money Training-Investment Calibration. https://doi.org/10.20944/preprints202606.1287.v1

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crossref · retrieved 2026-09-25T08:47:19.225Z