AutoQuant: An Auditable Expert-System Framework for Execution-Constrained Auto-Tuning in Cryptocurrency Perpetual Futures

By Kaihong Deng

Published 2026-08-10

Everscope rating

1304.7

Relevance to quantitative trading

10 / 10

Implementation complexity

7 / 10

Reproducibility

5 / 5

About this paper

Methodology: AutoQuant. Problem types: Optimization, Algorithmic Execution, Risk Management, Portfolio Optimization, Backtesting Validation, Configuration Selection.

arXiv:2512.22476 · Paper rankings

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