Sekwang Oh

Towards Dynamic Trend Filtering through Trend Point Detection with Reinforcement Learning

Trend filtering simplifies complex time series data by applying smoothness to filter out noise while emphasizing proximity to the original data. However, existing trend filtering methods fail to reflect abrupt changes in the trend due to `approximateness,' resulting in constant smoothness. This appr…