16 citations · 30 across the 31 of their papers we have counts for
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cs.LG2021
KDCTime: Knowledge Distillation with Calibration on InceptionTime for Time-series Classification
Xueyuan Gong, Yain-Whar Si, Yongqi Tian +3
Time-series classification approaches based on deep neural networks are easy to be overfitting on UCR datasets, which is caused by the few-shot problem of those datasets. Therefore…
cs.LG2021★ 16 cited
Multi-source Transfer Learning with Ensemble for Financial Time Series Forecasting
Qi-Qiao He, Patrick Cheong-Iao Pang, Yain-Whar Si
Although transfer learning is proven to be effective in computer vision and natural language processing applications, it is rarely investigated in forecasting financial time series…