Shuyang Bai

Online Decentralized Leverage Score Sampling for Streaming Multidimensional Time Series

Estimating the dependence structure of multidimensional time series data in real-time is challenging. With large volumes of streaming data, the problem becomes more difficult when the multidimensional data are collected asynchronously across distributed nodes, which motivates us to sample representa…