Deep Learning with Kernel Flow Regularization for Time Series Forecasting

Mahdy Shirdel, Reza Asadi, Duc Do +1

Long Short-Term Memory (LSTM) neural networks have been widely used for time series forecasting problems. However, LSTMs are prone to overfitting and performance reduction during t…