Abstract: Effectively estimating the uncertainty attached to neural network predictions thus becomes essential to improve robustness, reliability, and trustworthiness. This paper provides an overview ...
Abstract: Modern deep neural networks, particularly recent large language models, come with massive model sizes that require significant computational and storage ...
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