LORD: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations

Jaehoon Lee, Jinsung Jeon, Sheo yon Jhin +5

The problem of processing very long time-series data (e.g., a length of more than 10,000) is a long-standing research problem in machine learning. Recently, one breakthrough, calle…