Enhancing Representation Learning for Periodic Time Series with Floss: A Frequency Domain Regularization Approach

Chunwei Yang, Xiaoxu Chen, Lijun Sun +2

Time series analysis is a fundamental task in various application domains, and deep learning approaches have demonstrated remarkable performance in this area. However, many real-wo…