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This tends to lead to overestimates, because regression to the mean effects imply that the highest value Q estimates are disproportionately probably to be noisy . Summary by CodyWild 7 months agoLarge-scale transformers on unsupervised text data have been wildly prosperous in recent years arguably, the most productive single notion in the last 3 three years of machine finding out. Offered that, it is understandable that various domains inside ML want to take their shot at seeing no matter if the similar formula will operate for them as nicely. This paper applies the principles of transformers and huge-scale unlabeled information to the challenge of mastering informative embeddings of molecular graphs. And this easy method appears to function rather nicely! It also achieves improved transfer functionality than a supervised system, when evaluated on both CIFAR10 → CIFAR100 and CIFAR100 → CIFAR10.