Jarno Vanhatalo

4 papers · 1997–2013 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Full 🐣 Hot Topic Early Bird 🏆 Keyword Champion 🚀 Conference Pioneer

Venues

JMLR (2) AISTATS (1) NeurIPS (1)

Top co-authors

Aki Vehtari (4) Pasi Jylänki (3) Jaakko Riihimäki (1) Ville Tolvanen (1) Jouni Hartikainen (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Bayesian & Probabilistic · Artificial Intelligence (2) Bayesian & Probabilistic · Machine Learning (2) Core Methods (2) Optimization & Theory (2) Deep Learning (1) Models (1)

Keywords

robust regression (2) approximate inference (2) variational inference (2) gaussian process (2) gaussian process regression (2) student-t likelihood (2) laplace approximation (1) variational approximation (1) student-t distribution (1) expectation propagation (1) sparse approximation (1) model assessment (1) bayesian inference (1) hyperparameter optimization (1) markov chain monte carlo (1)

Papers

GPstuff: Bayesian Modeling with Gaussian Processes JMLR 2013 Robust Gaussian Process Regression with a Student- Likelihood JMLR 2011 Gaussian process regression with Student-t likelihood NeurIPS 2009 Sparse Log Gaussian Processes via MCMC for Spatial Epidemiology AISTATS 1997