conftrace_

numerical integration

40 papers

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Co-occurring keywords

bayesian quadrature (29) gaussian process (1200) ordinary differential equation (139) markov chain monte carlo (725) uncertainty quantification (1393) kernel quadrature (7) stochastic process (388) reproducing kernel hilbert space (334) bayesian inference (1907) kernel methods (1097)

Papers

A Bayes-Sard Cubature Method NIPS 2018
Bayesian Quadrature for Multiple Related Integrals ICML 2018
Probabilistic Models for Integration Error in the Assessment of Functional Cardiac Models NIPS 2017
On the Equivalence between Kernel Quadrature Rules and Random Feature Expansions JMLR 2017
On the Sampling Problem for Kernel Quadrature ICML 2017
Stochastic Discrete Clenshaw-Curtis Quadrature ICML 2016
Probabilistic Linear Multistep Methods NIPS 2016
Control Functionals for Quasi-Monte Carlo Integration AISTATS 2016
Convergence guarantees for kernel-based quadrature rules in misspecified settings NIPS 2016
Exponential Integration for Hamiltonian Monte Carlo ICML 2015
Frank-Wolfe Bayesian Quadrature: Probabilistic Integration with Theoretical Guarantees NIPS 2015
Sampling for Inference in Probabilistic Models with Fast Bayesian Quadrature NIPS 2014
Adaptive Stratified Sampling for Monte-Carlo integration of Differentiable functions NIPS 2012
Bayesian Quadrature for Ratios AISTATS 2012
Active Learning of Model Evidence Using Bayesian Quadrature NIPS 2012