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Variational Inference

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TitleStatusHype
Scalable Variational Inference for Extracting Hierarchical Phrase-based Translation Rules—0
Automorphism Groups of Graphical Models and Lifted Variational Inference—0
Constrained Bayesian Inference for Low Rank Multitask Learning—0
One-class Collaborative Filtering with Random Graphs: Annotated Version—0
Integrating Document Clustering and Topic Modeling—0
Maximizing submodular functions using probabilistic graphical models—0
Variational Inference for Structured NLP Models—0
Algorithms of the LDA model [REPORT]—0
Non-parametric Power-law Data Clustering—0
Fast Dual Variational Inference for Non-Conjugate LGMs—0
Social Role Discovery in Human Events—0
Factored expectation propagation for input-output FHMM models in systems biology—0
Stochastic Collapsed Variational Bayesian Inference for Latent Dirichlet Allocation—0
Automated Variational Inference in Probabilistic Programming—0
Truncation-free Online Variational Inference for Bayesian Nonparametric Models—0
Bayesian Probabilistic Co-Subspace Addition—0
Affine Independent Variational Inference—0
Variational Inference for Crowdsourcing—0
Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models—0
Multilabel Classification using Bayesian Compressed Sensing—0
Fast Variational Inference in the Conjugate Exponential Family—0
Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints—0
Scalable Inference of Overlapping Communities—0
Fast Bayesian Inference for Non-Conjugate Gaussian Process Regression—0
Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes—0
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