Forecasting Electricity Market Signals via Generative AI

By Xinyi Wang, Qing Zhao, Lang Tong

Published 2024-06-28

Everscope rating

1488

Relevance to quantitative trading

8 / 10

Implementation complexity

7 / 10

Reproducibility

4 / 5

About this paper

Methodology: Weak Innovation Autoencoder-based Generative Probabilistic Forecasting (WIAE-GPF). Problem types: Time Series Forecasting, Probabilistic Forecasting, Generative Modeling.

arXiv:2403.05743 · Paper rankings

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