conftrace_

nonparametric inference

30 papers

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Co-occurring keywords

gaussian process (1200) bayesian inference (1907) kernel methods (1097) reproducing kernel hilbert space (334) markov chain monte carlo (725) variational inference (2069) kernel mean embedding (43) graphical model (864) state-space model (153) dynamical system (398)

Papers

Kernel Belief Propagation AISTATS 2011
Kernel Bayes' Rule NIPS 2011
Nonparametric Tree Graphical Models AISTATS 2010
State-Space Inference and Learning with Gaussian Processes AISTATS 2010
Dynamic Imitation in a Humanoid Robot through Nonparametric Probabilistic Inference RSS 2006