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multi-task-learning-example
A multi-task learning example for the paper https://arxiv.org/abs/1705.07115DropoutUncertaintyExps
Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"BayesianRNN
Code for the paper "A Theoretically Grounded Application of Dropout in Recurrent Neural Networks"ConcreteDropout
Code for Concrete Dropout as presented in https://arxiv.org/abs/1705.07832DropoutUncertaintyCaffeModels
Dropout As A Bayesian Approximation: CodeHeteroscedasticDropoutUncertainty
Demos demonstrating the difference between homoscedastic and heteroscedastic regression with dropout uncertainty.DropoutUncertaintyDemos
What My Deep Model Doesn't Know...CLGP
Categorical Latent Gaussian Processacquisition_example
Train a simple convnet on the MNIST dataset and evaluate the BALD acquisition functionLove Open Source and this site? Check out how you can help us