Stephan Bongers

11 papers A* 1A 3Journal 7
YearRankTypeTitle / Venue / Authors
2024 J jnl
SimuDICE: Offline Policy Optimization Through World Model Updates and DICE Estimation.
CoRR
Catalin E. Brita, Stephan Bongers, Frans A. Oliehoek
2024 J jnl
When Do Off-Policy and On-Policy Policy Gradient Methods Align?
CoRR
Davide Mambelli, Stephan Bongers, Onno Zoeter, Matthijs T. J. Spaan, Frans A. Oliehoek
2019 A conf
Beyond Structural Causal Models: Causal Constraints Models.
UAI
Tineke Blom, Stephan Bongers, Joris M. Mooij
2018 A* conf
Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions.
NeurIPS
Sara Magliacane, Thijs van Ommen, Tom Claassen, Stephan Bongers, Philip Versteeg, Joris M. Mooij
2018 A conf
From Deterministic ODEs to Dynamic Structural Causal Models.
UAI
Paul K. Rubenstein, Stephan Bongers, Joris M. Mooij, Bernhard Schölkopf
2018 J jnl
From Random Differential Equations to Structural Causal Models: the stochastic case.
CoRR
Stephan Bongers, Joris M. Mooij
2017 A conf
Causal Consistency of Structural Equation Models.
UAI
Paul K. Rubenstein, Sebastian Weichwald, Stephan Bongers, Joris M. Mooij, Dominik Janzing, Moritz Grosse-Wentrup, Bernhard Schölkopf
2017 J jnl
Causal Consistency of Structural Equation Models.
CoRR
Paul K. Rubenstein, Sebastian Weichwald, Stephan Bongers, Joris M. Mooij, Dominik Janzing, Moritz Grosse-Wentrup, Bernhard Schölkopf
2017 J jnl
Causal Transfer Learning.
CoRR
Sara Magliacane, Thijs van Ommen, Tom Claassen, Stephan Bongers, Philip Versteeg, Joris M. Mooij
2016 J jnl
From Deterministic ODEs to Dynamic Structural Causal Models.
CoRR
Paul K. Rubenstein, Stephan Bongers, Joris M. Mooij, Bernhard Schölkopf
2016 J jnl
Structural Causal Models: Cycles, Marginalizations, Exogenous Reparametrizations and Reductions.
CoRR
Stephan Bongers, Jonas Peters, Bernhard Schölkopf, Joris M. Mooij