Christian Klötergens

According to our database, Christian Klötergens authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Valid and Expressive Copulas for Irregular Multivariate Time Series.

Christian Klötergens, Tom Hanika, Lars Schmidt-Thieme, Vijaya Krishna Yalavarthi

CoRR, May, 2026

Probabilistic Circuits for Irregular Multivariate Time Series Forecasting.

Christian Klötergens, Vijaya Krishna Yalavarthi, Lars Schmidt-Thieme

CoRR, April, 2026

Channel Dependence, Limited Lookback Windows, and the Simplicity of Datasets: How Biased Is Time Series Forecasting?

Ibram Abdelmalak, Kiran Madhusudhanan, Jungmin Choi, Christian Klötergens, Vijaya Krishna Yalavarthi, Maximilian Stubbemann, Lars Schmidt-Thieme

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2026

2025

IMTS-Mixer: Mixer-Networks for Irregular Multivariate Time Series Forecasting.

Christian Klötergens, Tim Dernedde, Lars Schmidt-Thieme

CoRR, February, 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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Functional Latent Dynamics for Irregularly Sampled Time Series Forecasting.

Christian Klötergens, Vijaya Krishna Yalavarthi, Maximilian Stubbemann, Lars Schmidt-Thieme

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024