Patrick Seifner

According to our database, Patrick Seifner authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

2025

Foundation Inference Models for Stochastic Differential Equations: A Transformer-based Approach for Zero-shot Function Estimation.

Patrick Seifner, Kostadin Cvejoski, David Berghaus, César Ojeda, Ramsés J. Sánchez

CoRR, February, 2025

Zero-shot Imputation with Foundation Inference Models for Dynamical Systems.

Patrick Seifner, Kostadin Cvejoski, Antonia Körner, Ramsés J. Sánchez

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Foundational Inference Models for Dynamical Systems.

Patrick Seifner, Kostadin Cvejoski, Ramsés J. Sánchez

CoRR, 2024

Foundation Inference Models for Markov Jump Processes.

David Berghaus, Kostadin Cvejoski, Patrick Seifner, César Ali Marin Ojeda, Ramsés J. Sánchez

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Neural Markov Jump Processes.

Patrick Seifner, Ramsés J. Sánchez

Proceedings of the International Conference on Machine Learning, 2023