My first paper with my first PhD student @pedrocvieira.bsky.social just landed on arXiv! ๐ โDo Deep Ensembles Actually Capture Uncertainty in Graph Neural Networks?โ Spoiler alert: the answer is largely noโat least, not much more than a single model does. ๐งต๐ ๐ arxiv.org/abs/2605.22593
Do Deep Ensembles Actually Capture Uncertainty in Graph Neural Networks?
While deep ensembles are widely considered to be the default method for uncertainty quantification in deep learning, their effectiveness for graph-structured data is often simply assumed based on succ...
arxiv.org
