Decomposing Irregular Time Series into Interpretable Temporal Patterns with Mixture-of-Experts

Jenna L. Ballard, Zijie Pan, Shivani Shekhar +6

Irregularly-spaced sequential data, such as transaction logs, encode multi-scale temporal structure that is critical for prediction but difficult to recover explicitly with standar…