Massiani, Pierre-François

5 publications

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

ECML-PKDD 2025 Viability of Future Actions: Robust Safety in Reinforcement Learning via Entropy Regularization Pierre-François Massiani, Alexander von Rohr, Lukas Haverbeck, 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

L4DC 2021 On Exploration Requirements for Learning Safety Constraints Pierre-François Massiani, Steve Heim, Sebastian Trimpe