Universal Time Series Generation with Neural Controlled Differential Equations

Torben Berndt, Elyes Farjallah, Leif Seute +3

Recent work on the sequence universality of State Space Models (SSMs) has introduced efficient, maximally expressive continuous-time approaches for time-series modelling. While the…