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Bayesian Deep Learning
Bayesian Deep Learning
PulseAugur coverage of Bayesian Deep Learning — every cluster mentioning Bayesian Deep Learning across labs, papers, and developer communities, ranked by signal.
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Bayesian deep learning advances with new sampling and inference methods
Two new research papers propose advancements in Bayesian deep learning, focusing on improving inference methods for neural networks. The first paper argues that sampling-based inference (SAI) has reached computational p…
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Bayesian deep learning evaluation unstable in low-data settings, studies find
Two new arXiv papers highlight significant instability in evaluating Bayesian deep learning methods, particularly under data scarcity. Researchers found that standard evaluation metrics can produce unreliable and datase…