2 papers
stat.ML2024
Enhancing Masked Time-Series Modeling via Dropping Patches
Tianyu Qiu, Yi Xie, Yun Xiong +2
This paper explores how to enhance existing masked time-series modeling by randomly dropping sub-sequence level patches of time series. On this basis, a simple yet effective method…
cs.LG2024
An Efficient and Generalizable Symbolic Regression Method for Time Series Analysis
Yi Xie, Tianyu Qiu, Yun Xiong +3
Time series analysis and prediction methods currently excel in quantitative analysis, offering accurate future predictions and diverse statistical indicators, but generally falling…