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q-fin.TR2022★ 1 cited
Stock Trading Volume Prediction with Dual-Process Meta-Learning
Ruibo Chen, Wei Li, Zhiyuan Zhang +3
Volume prediction is one of the fundamental objectives in the Fintech area, which is helpful for many downstream tasks, e.g., algorithmic trading. Previous methods mostly learn a u…
q-fin.TR2022
Distributional Correlation--Aware Knowledge Distillation for Stock Trading Volume Prediction
Lei Li, Zhiyuan Zhang, Ruihan Bao +2
Traditional knowledge distillation in classification problems transfers the knowledge via class correlations in the soft label produced by teacher models, which are not available i…