Can Machine Learning Algorithms Outperform Traditional Models for Option Pricing?

By Georgy Milyushkov

Published 2025-10-01

Everscope rating

1412.5

Relevance to quantitative trading

8 / 10

Implementation complexity

4 / 10

Reproducibility

4 / 5

About this paper

Methodology: Comparative ML vs. Traditional Option Pricing. Problem types: Regression, Risk Management.

arXiv:2510.01446 · Paper rankings

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