To make effective decisions in novel environments with long-horizon goal...
Functions of the ratio of the densities p/q are widely used in machine
l...
Transformations based on domain expertise (expert transformations), such...
Deep ensembles (DE) have been successful in improving model performance ...
State-of-the-art (SOTA) semi-supervised learning (SSL) methods have been...
BigGAN is the state-of-the-art in high-resolution image generation,
succ...