Stephan Bongers

According to our database, Stephan Bongers authored at least 8 papers between 2016 and 2024.

Collaborative distances:

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

2024

When Do Off-Policy and On-Policy Policy Gradient Methods Align?

Davide Mambelli, Stephan Bongers, Onno Zoeter, Matthijs T. J. Spaan, Frans A. Oliehoek

CoRR, 2024

2019

Beyond Structural Causal Models: Causal Constraints Models.

Tineke Blom, Stephan Bongers, Joris M. Mooij

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

2018

From Random Differential Equations to Structural Causal Models: the stochastic case.

Stephan Bongers, Joris M. Mooij

CoRR, 2018

From Deterministic ODEs to Dynamic Structural Causal Models.

Paul K. Rubenstein, Stephan Bongers, Joris M. Mooij, Bernhard Schölkopf

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions.

Sara Magliacane, Thijs van Ommen, Tom Claassen, Stephan Bongers, Philip Versteeg, Joris M. Mooij

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Causal Transfer Learning.

Sara Magliacane, Thijs van Ommen, Tom Claassen, Stephan Bongers, Philip Versteeg, Joris M. Mooij

CoRR, 2017

Causal Consistency of Structural Equation Models.

Paul K. Rubenstein, Sebastian Weichwald, Stephan Bongers, Joris M. Mooij, Dominik Janzing, Moritz Grosse-Wentrup, Bernhard Schölkopf

Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

2016

Structural Causal Models: Cycles, Marginalizations, Exogenous Reparametrizations and Reductions.

Stephan Bongers, Jonas Peters, Bernhard Schölkopf, Joris M. Mooij

CoRR, 2016