LBNL and ICSI; LBNL; Ben-Gurion University; Ben-Gurion University, UC Berkeley; ICSI, LBNL, and UC Berkeley
Ilan Naiman, N. Benjamin Erichson, Pu Ren, Michael W Mahoney, Omri Azencot
Time Series Generation;Koopman Theory; Variational Autoencoder; Generative Modeling
Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs