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Variational Inference

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TitleStatusHype
Nested Hierarchical Dirichlet Processes—0
Bayesian Hierarchical Mixtures of Experts—0
Stochastic Variational InferenceCode0
Flexible Modeling of Latent Task Structures in Multitask Learning—0
Variational Bayesian Inference with Stochastic Search—0
Continuous Time Dynamic Topic Models—0
On Smoothing and Inference for Topic ModelsCode0
Practical Variational Inference for Neural Networks—0
Spike and Slab Variational Inference for Multi-Task and Multiple Kernel Learning—0
Variational Learning for Recurrent Spiking Networks—0
Categories and Functional Units: An Infinite Hierarchical Model for Brain Activations—0
Variational Inference over Combinatorial Spaces—0
Approximate Inference by Compilation to Arithmetic Circuits—0
Speeding up Magnetic Resonance Image Acquisition by Bayesian Multi-Slice Adaptive Compressed Sensing—0
Variational Inference for the Nested Chinese Restaurant Process—0
Particle-based Variational Inference for Continuous Systems—0
Learning a Small Mixture of Trees—0
A Stochastic approximation method for inference in probabilistic graphical models—0
Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation—0
Mixed Membership Stochastic Blockmodels—0
Bayesian Experimental Design of Magnetic Resonance Imaging Sequences—0
Variational Inference for Diffusion Processes—0
Fast Variational Inference for Large-scale Internet Diagnosis—0
Variational inference for Markov jump processes—0
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