Jaakko Riihimäki

3 papers · 2010–2013 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (11) 🚀 Conference Pioneer 📈 Trend Setter

Conferences

JMLR (2) AISTATS (1)

Top co-authors

Aki Vehtari (3) Pasi Jylänki (2) Ville Tolvanen (1) Jouni Hartikainen (1) Jarno Vanhatalo (1)

Keywords

gaussian process (3) expectation propagation (2) bayesian inference (2) latent variable model (1) monotonicity constraint (1) multinomial probit (1) approximate inference (1) model assessment (1) variational inference (1) sparse approximation (1)

Papers

Nested Expectation Propagation for Gaussian Process Classification with a Multinomial Probit Likelihood JMLR 2013

GPstuff: Bayesian Modeling with Gaussian Processes JMLR 2013

Gaussian processes with monotonicity information AISTATS 2010