LLapDiff generates long-horizon forecasts and imputes missing values for irregular multivariate time series by parameterizing latent trajectory evolution in the Laplace domain with complex-conjugate poles instead of sequential integration.
2009 American Control Conference , pages=
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Latent Laplace Diffusion for Irregular Multivariate Time Series
LLapDiff generates long-horizon forecasts and imputes missing values for irregular multivariate time series by parameterizing latent trajectory evolution in the Laplace domain with complex-conjugate poles instead of sequential integration.