Toni Karvonen
4 papers
· 2018–2023
· 3 conferences
· across top CS/AI conferences
Achievements
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🏃
Academic Marathon
(5)
🐝
Cross-Pollinator
(12)
🗺️
Taxonomy Completionist
(10)
Conferences
NIPS (2)
AISTATS (1)
JMLR (1)
Top co-authors
Keywords
gaussian process
(2)
uncertainty quantification
(2)
maximum likelihood estimation
(1)
numerical integration
(1)
bayesian quadrature
(1)
surrogate model
(1)
differential equation
(1)
predictive distribution
(1)
probabilistic numerics
(1)
ill-posed problem
(1)
stationary covariance
(1)
multilevel monte carlo
(1)
hellinger distance
(1)
numerical analysis
(1)
richardson extrapolation
(1)
bayesian cubature
(1)
integral approximation
(1)
bayesian inference
(1)
numerical solution
(1)
gaussian process regression
(1)
Papers
Multilevel Bayesian Quadrature
AISTATS 2023
Black Box Probabilistic Numerics
NIPS 2021
A Bayes-Sard Cubature Method
NIPS 2018