Philippe Wenk PhD Student philippe.wenk@inf.ethz.ch CAB E 65.2 Publications 2019 Fast Gaussian process based gradient matching for parameter identification in systems of nonlinear ODEs P. Wenk, A. Gotovos, S. Bauer, N. S. Gorbach, A. Krause, J. M. BuhmannIn International Conference on Artificial Intelligence and Statistics (AISTATS), 2019[bibtex] [abstract] [pdf] ODIN: ODE-Informed Regression for Parameter and State Inference in Time-Continuous Dynamical Systems P. Wenk, G. Abbati, S. Bauer, M. A. Osborne, A. Krause, B. SchölkopfArXiv, 2019[bibtex] [abstract] [pdf] AReS and MaRS – Adversarial and MMD-Minimizing Regression for SDEs G. Abbati, P. Wenk, S. Bauer, M. A. Osborne, A. Krause, B. SchölkopfArXiv, 2019[bibtex] [abstract] [pdf]
