conftrace_

bayesian estimation

38 papers

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Co-occurring keywords

bayesian inference (1907) causal inference (1630) posterior distribution (259) variational inference (2069) point process (109) gaussian process (1200) parameter estimation (274) variational baye (50) maximum a posteriori (88) entropy estimation (49)

Papers

Bayesian entropy estimation for binary spike train data using parametric prior knowledge NIPS 2013
Estimation of Causal Peer Influence Effects ICML 2013
Perfect Dimensionality Recovery by Variational Bayesian PCA NIPS 2012
Bayesian estimation of discrete entropy with mixtures of stick-breaking priors NIPS 2012
Inferring spike-timing-dependent plasticity from spike train data NIPS 2011
Generalized Beta Mixtures of Gaussians NIPS 2011
Active learning of neural response functions with Gaussian processes NIPS 2011
Bayesian variable order Markov models AISTATS 2010
A generalization of the Multiple-try Metropolis algorithm for Bayesian estimation and model selection AISTATS 2010
Stochastic Complexity and Generalization Error of a Restricted Boltzmann Machine in Bayesian Estimation JMLR 2010
Unifying the Sensory and Motor Components of Sensorimotor Adaptation NIPS 2008
Bayesian Quadratic Discriminant Analysis JMLR 2007
Causal inference in sensorimotor integration NIPS 2006