Deep Neural Operator Learning for Probabilistic Models

By Erhan Bayraktar, Qi Feng, Zecheng Zhang, Zhaoyu Zhang

Published 2025-11-11

Everscope rating

1889.3

Relevance to quantitative trading

8 / 10

Implementation complexity

8 / 10

Reproducibility

3 / 5

About this paper

Methodology: Deep Neural Operator (DNO) with Branch-Trunk Architecture. Problem types: Regression, Optimization, Risk Management, Portfolio Optimization.

arXiv:2511.07235 · Paper rankings

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