Vb Mixef

Code for ICML 2019 paper on "Fast and Simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations"
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I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers
Icml2015_papers143
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Links to ICML 2015 papers available on arxiv
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Codebase for project about unsupervised skill learning via variational inference and causality.
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Automatic Reparameterisation of Probabilistic Programs
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Code for paper "GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model". Under preparation.
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4 years agomitPython
Implementation of "Variational Inference for Monte Carlo Objectives"
Bayesianrnn16
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Reproducing the results of the paper "Bayesian Recurrent Neural Networks" by Fortunato et al.
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