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This research investigates whether LLMs contain a small subset of critical neurons similar to biological neural networks. We propose a systematic method to locate such critical neurons and find that ...

Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...