Enhancing cross-sectional currency strategies by context-aware learning to rank with self-attention

The performance of a cross-sectional currency strategy depends crucially on accurately ranking instruments prior to portfolio construction. Although this ranking step is traditionally performed using heuristics or by sorting the outputs produced by pointwise regression or classification techniques,...

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Detalhes bibliográficos
Principais autores: Poh, D, Lim, B, Zohren, S, Roberts, S
Formato: Journal article
Idioma:English
Publicado em: Portfolio Management Research 2022

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