Klötergens, Christian

3 publications

ICLR 2026 Reliable Probabilistic Forecasting of Irregular Time Series Through Marginalization-Consistent Flows Vijaya Krishna Yalavarthi, Randolf Scholz, Christian Klötergens, Kiran Madhusudhanan, Stefan Born, Lars Schmidt-Thieme

ICLR 2025 Physiome-ODE: A Benchmark for Irregularly Sampled Multivariate Time-Series Forecasting Based on Biological ODEs Christian Klötergens, Vijaya Krishna Yalavarthi, Randolf Scholz, Maximilian Stubbemann, Stefan Born, Lars Schmidt-Thieme

ECML-PKDD 2024 Functional Latent Dynamics for Irregularly Sampled Time Series Forecasting Christian Klötergens, Vijaya Krishna Yalavarthi, Maximilian Stubbemann, Lars Schmidt-Thieme