conftrace_

parameter inference

29 papers

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Co-occurring keywords

gaussian process (1200) bayesian inference (1907) dynamical system (398) gradient matching (36) variational inference (2069) stochastic differential equation (181) differential equation (56) ordinary differential equation (139) diffusion process (68) parameter estimation (274)

Papers

A Bayesian Analysis of the Radioactive Releases of Fukushima AISTATS 2012
Approximate parameter inference in a stochastic reaction-diffusion model AISTATS 2010
Accelerating Bayesian Inference over Nonlinear Differential Equations with Gaussian Processes NIPS 2008
Variational Inference for Diffusion Processes NIPS 2007