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Chain-structured neural architecture search for financial time series forecasting

15 March 2024
Denis Levchenko
Efstratios Rappos
Shabnam Ataee
Biagio Nigro
Stephan Robert
    AI4TS
    AI4CE
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Abstract

We compare three popular neural architecture search strategies on chain-structured search spaces: Bayesian optimization, the hyperband method, and reinforcement learning in the context of financial time series forecasting.

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