Henrik Mannerström

2 papers · 2016–2018 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge

Conferences

AISTATS (1) ICML (1)

Top co-authors

Harri Lahdesmaki (2) Markus Heinonen (2) Cagatay Yildiz (1) Jukka Intosalmi (1) Samuel Kaski (1) Juho Rousu (1)

Keywords

bayesian inference (1) gaussian process (1) gaussian process regression (1) nonparametric modeling (1) non-stationary modeling (1) hamiltonian monte carlo (1) vector field (1) dynamical system (1) ordinary differential equation (1)

Papers

Learning unknown ODE models with Gaussian processes ICML 2018

Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo AISTATS 2016