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hierarchical bayesian

39 papers

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Co-occurring keywords

bayesian inference (1907) hierarchical bayesian model (34) variational inference (2069) few-shot learning (3398) topic modeling (461) dirichlet process (132) gibbs sampling (201) hierarchical model (271) markov chain monte carlo (725) latent dirichlet allocation (171)

Papers

Observational-Interventional Priors for Dose-Response Learning NIPS 2016
Compressive Sensing of Signals from a GMM with Sparse Precision Matrices NIPS 2014
Bayesian inference for low rank spatiotemporal neural receptive fields NIPS 2013
One-shot learning by inverting a compositional causal process NIPS 2013
A Topic Modeling Toolbox Using Belief Propagation JMLR 2012
Beta-Negative Binomial Process and Poisson Factor Analysis AISTATS 2012
Dependent Indian Buffet Processes AISTATS 2010
Tree-Structured Stick Breaking for Hierarchical Data NIPS 2010
Hierarchical Learning of Dimensional Biases in Human Categorization NIPS 2009
Hierarchical Fisher Kernels for Longitudinal Data NIPS 2008
Stochastic Relational Models for Large-scale Dyadic Data using MCMC NIPS 2008
Distributed Inference for Latent Dirichlet Allocation NIPS 2007
Dirichlet-Enhanced Spam Filtering based on Biased Samples NIPS 2006
Bayesian Detection of Infrequent Differences in Sets of Time Series with Shared Structure NIPS 2006