← Authors

Peter Sollich

4 papers · 2009–2013 · 2 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (11) 🐝 Cross-Pollinator (13) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (2) πŸ† Keyword Champion (3) πŸ“ˆ Trend Setter

Conferences

NIPS (3) JMLR (1)

Top co-authors

Matthew Urry (2) Simon Ashton (1) Matthew J. Urry (1) Camille Coti (1)

Research topics

Probability (1)

Keywords

learning curve (4) gaussian process regression (4) random graph (3) gaussian process (3) kernel methods (2) belief propagation (2) graph kernel (2) bayesian inference (2) bayesian regression (1) probabilistic modeling (1) bayes error (1) random walk kernels (1) multi-task learning (1) bayesian error (1) bayesian optimization (1) inter-task correlation (1)

Papers

Random Walk Kernels and Learning Curves for Gaussian Process Regression on Random Graphs JMLR 2013
Learning curves for multi-task Gaussian process regression NIPS 2012
Exact learning curves for Gaussian process regression on large random graphs NIPS 2010
Kernels and learning curves for Gaussian process regression on random graphs NIPS 2009