Toni Karvonen
5 papers · 2018–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Bayesian & Probabilistic · Artificial Intelligence
(5)
Machine Learning
(2)
Mathematics & Optimization
(2)
Mathematics
(2)
Optimization & Theory · Machine Learning
(2)
Deep Learning
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
gaussian process
(3)
stationary covariance
(2)
numerical integration
(2)
bayesian quadrature
(2)
uncertainty quantification
(2)
differential equation
(1)
predictive distribution
(1)
probabilistic numerics
(1)
ill-posed problem
(1)
multilevel monte carlo
(1)
hellinger distance
(1)
numerical analysis
(1)
richardson extrapolation
(1)
bayesian cubature
(1)
integral approximation
(1)
numerical solution
(1)
bayesian inference
(1)
tree-based partition
(1)
gaussian process regression
(1)
maximum likelihood estimation
(1)