bayesian estimation

Interval Tracker: Tracking by Interval Analysis CVPR 2014 Probabilistic Partial Canonical Correlation Analysis ICML 2014 Bayesian entropy estimation for binary spike train data using parametric prior knowledge NeurIPS 2013 Bayesian Estimation of Latently-grouped Parameters in Undirected Graphical Models NeurIPS 2013 Estimation of Causal Peer Influence Effects ICML 2013 Global Analytic Solution of Fully-observed Variational Bayesian Matrix Factorization JMLR 2013 Reconciling "priors" & "priors" without prejudice? NeurIPS 2013 Bayesian estimation of discrete entropy with mixtures of stick-breaking priors NeurIPS 2012 Perfect Dimensionality Recovery by Variational Bayesian PCA NeurIPS 2012 Active learning of neural response functions with Gaussian processes NeurIPS 2011 Generalized Beta Mixtures of Gaussians NeurIPS 2011 Inferring spike-timing-dependent plasticity from spike train data NeurIPS 2011 A generalization of the Multiple-try Metropolis algorithm for Bayesian estimation and model selection AISTATS 2010 Bayesian variable order Markov models AISTATS 2010 Stochastic Complexity and Generalization Error of a Restricted Boltzmann Machine in Bayesian Estimation JMLR 2010 Bayesian estimation of orientation preference maps NeurIPS 2009 Know Thy Neighbour: A Normative Theory of Synaptic Depression NeurIPS 2009 Unifying the Sensory and Motor Components of Sensorimotor Adaptation NeurIPS 2008 Bayesian Quadratic Discriminant Analysis JMLR 2007 Causal inference in sensorimotor integration NeurIPS 2006