Simon Rogers

2 papers · 2013–2016 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird

Conferences

AISTATS (1) ICML (1)

Top co-authors

Dirk Husmeier (2) Maurizio Filippone (2) Mu Niu (1) Frank Dondelinger (1)

Keywords

gradient matching (2) bayesian inference (1) gaussian process (1) parameter inference (1) kernel ridge regression (1) dynamical system (1) nonlinear dynamical system (1) differential equation (1) nonparametric bayesian (1) ode parameter inference (1)

Papers

Fast Parameter Inference in Nonlinear Dynamical Systems using Iterative Gradient Matching ICML 2016

ODE parameter inference using adaptive gradient matching with Gaussian processes AISTATS 2013