yaringal

Train a simple convnet on the MNIST dataset and evaluate the BALD acquisition function

yaringal

Code for the paper "A Theoretically Grounded Application of Dropout in Recurrent Neural Networks"

yaringal

Categorical Latent Gaussian Process

yaringal

Code for Concrete Dropout as presented in https://arxiv.org/abs/1705.07832

yaringal

Dropout As A Bayesian Approximation: Code

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What My Deep Model Doesn't Know...

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Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"

yaringal

Demos demonstrating the difference between homoscedastic and heteroscedastic regression with dropout uncertainty.

yaringal

A multi-task learning example for the paper https://arxiv.org/abs/1705.07115

yaringal

Variational Sparse Spectrum Gaussian Process toolkit

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