Simon Bing

According to our database, Simon Bing authored at least 7 papers between 2021 and 2026.

Collaborative distances:

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

2026

Structural Causal Bottleneck Models.

Simon Bing, Jonas Wahl, Jakob Runge

CoRR, March, 2026

2025

Sanity Checking Causal Representation Learning on a Simple Real-World System.

Juan L. Gamella, Simon Bing, Jakob Runge

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Invariance & Causal Representation Learning: Prospects and Limitations.

Simon Bing, Tom Hochsprung, Jonas Wahl, Urmi Ninad, Jakob Runge

Trans. Mach. Learn. Res., 2024

Identifying Linearly-Mixed Causal Representations from Multi-Node Interventions.

Simon Bing, Urmi Ninad, Jonas Wahl, Jakob Runge

Proceedings of the Causal Learning and Reasoning, 2024

2023

Invariance & Causal Representation Learning: Prospects and Limitations.

Simon Bing, Jonas Wahl, Urmi Ninad, Jakob Runge

CoRR, 2023

2022

Conditional Generation of Medical Time Series for Extrapolation to Underrepresented Populations.

Simon Bing, Andrea Dittadi, Stefan Bauer, Patrick Schwab

CoRR, 2022

2021

On Disentanglement in Gaussian Process Variational Autoencoders.

Simon Bing, Vincent Fortuin, Gunnar Rätsch

CoRR, 2021