Solowjow, Friedrich

9 publications

TMLR 2025 Event-Triggered Time-Varying Bayesian Optimization Paul Brunzema, Alexander von Rohr, Friedrich Solowjow, Sebastian Trimpe

NeurIPS 2025 Kernel Conditional Tests from Learning-Theoretic Bounds Pierre-François Massiani, Christian Fiedler, Lukas Haverbeck, Friedrich Solowjow, Sebastian Trimpe

ICLR 2025 On Rollouts in Model-Based Reinforcement Learning Bernd Frauenknecht, Devdutt Subhasish, Friedrich Solowjow, Sebastian Trimpe

ICML 2024 On Statistical Learning Theory for Distributional Inputs Christian Fiedler, Pierre-François Massiani, Friedrich Solowjow, Sebastian Trimpe

ICML 2024 On the Consistency of Kernel Methods with Dependent Observations Pierre-François Massiani, Sebastian Trimpe, Friedrich Solowjow

ICML 2024 Trust the Model Where It Trusts Itself - Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption Bernd Frauenknecht, Artur Eisele, Devdutt Subhasish, Friedrich Solowjow, Sebastian Trimpe

TMLR 2022 Identifying Causal Structure in Dynamical Systems Dominik Baumann, Friedrich Solowjow, Karl Henrik Johansson, Sebastian Trimpe

ECML-PKDD 2022 Structure-Preserving Gaussian Process Dynamics Katharina Ensinger, Friedrich Solowjow, Sebastian Ziesche, Michael Tiemann, Sebastian Trimpe

L4DC 2020 Actively Learning Gaussian Process Dynamics Mona Buisson-Fenet, Friedrich Solowjow, Sebastian Trimpe