Stephan Bongers

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 10

Top Topics

Policy Gradient

Conditional Independence

Structural Equation Models

Top Venues

Publications

Davide Mambelli, Stephan Bongers, Onno Zoeter, Matthijs T. J. Spaan, Frans A. Oliehoek
When Do Off-Policy and On-Policy Policy Gradient Methods Align? CoRR (2024)
Tineke Blom, Stephan Bongers, Joris M. Mooij
Beyond Structural Causal Models: Causal Constraints Models. UAI (2019)
Sara Magliacane, Thijs van Ommen, Tom Claassen, Stephan Bongers, Philip Versteeg, Joris M. Mooij
Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions. NeurIPS (2018)
Paul K. Rubenstein, Stephan Bongers, Joris M. Mooij, Bernhard Schölkopf
From Deterministic ODEs to Dynamic Structural Causal Models. UAI (2018)
Stephan Bongers, Joris M. Mooij
From Random Differential Equations to Structural Causal Models: the stochastic case. CoRR (2018)
Paul K. Rubenstein, Sebastian Weichwald, Stephan Bongers, Joris M. Mooij, Dominik Janzing, Moritz Grosse-Wentrup, Bernhard Schölkopf
Causal Consistency of Structural Equation Models. CoRR (2017)
Paul K. Rubenstein, Sebastian Weichwald, Stephan Bongers, Joris M. Mooij, Dominik Janzing, Moritz Grosse-Wentrup, Bernhard Schölkopf
Causal Consistency of Structural Equation Models. UAI (2017)
Sara Magliacane, Thijs van Ommen, Tom Claassen, Stephan Bongers, Philip Versteeg, Joris M. Mooij
Causal Transfer Learning. CoRR (2017)
Stephan Bongers, Jonas Peters, Bernhard Schölkopf, Joris M. Mooij
Structural Causal Models: Cycles, Marginalizations, Exogenous Reparametrizations and Reductions. CoRR (2016)
Paul K. Rubenstein, Stephan Bongers, Joris M. Mooij, Bernhard Schölkopf
From Deterministic ODEs to Dynamic Structural Causal Models. CoRR (2016)