Wenk, Philippe

6 publications

ICML 2022 Adaptive Gaussian Process Change Point Detection Edoardo Caldarelli, Philippe Wenk, Stefan Bauer, Andreas Krause

NeurIPS 2021 Distributional Gradient Matching for Learning Uncertain Neural Dynamics Models Lenart Treven, Philippe Wenk, Florian Dorfler, Andreas Krause

NeurIPS 2021 Learning Stable Deep Dynamics Models for Partially Observed or Delayed Dynamical Systems Andreas Schlaginhaufen, Philippe Wenk, Andreas Krause, Florian Dorfler

AAAI 2020 ODIN: ODE-Informed Regression for Parameter and State Inference in Time-Continuous Dynamical Systems Philippe Wenk, Gabriele Abbati, Michael A. Osborne, Bernhard Schölkopf, Andreas Krause, Stefan Bauer

ICML 2019 AReS and MaRS Adversarial and MMD-Minimizing Regression for SDEs Gabriele Abbati, Philippe Wenk, Michael A. Osborne, Andreas Krause, Bernhard Schölkopf, Stefan Bauer

AISTATS 2019 Fast Gaussian Process Based Gradient Matching for Parameter Identification in Systems of Nonlinear ODEs Philippe Wenk, Alkis Gotovos, Stefan Bauer, Nico S. Gorbach, Andreas Krause, Joachim M. Buhmann