Schuster, Ingmar

4 publications

ICML 2021 Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting Kashif Rasul, Calvin Seward, Ingmar Schuster, Roland Vollgraf

ICLR 2021 Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows Kashif Rasul, Abdul-Saboor Sheikh, Ingmar Schuster, Urs M Bergmann, Roland Vollgraf

AISTATS 2020 Kernel Conditional Density Operators Ingmar Schuster, Mattes Mollenhauer, Stefan Klus, Krikamol Muandet

ECML-PKDD 2017 Kernel Sequential Monte Carlo Ingmar Schuster, Heiko Strathmann, Brooks Paige, Dino Sejdinovic