LSCD: Lomb-Scargle Conditioned Diffusion for Time series Imputation

Elizabeth Fons, Alejandro Sztrajman, Yousef El-Laham +3

Time series with missing or irregularly sampled data are a persistent challenge in machine learning. Many methods operate on the frequency-domain, relying on the Fast Fourier Trans…