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20222025
most citedNegative Preference Optimization: From Catastrophic Collapse to Effective Unlearning

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math.ST2023

Mean-field variational inference with the TAP free energy: Geometric and statistical properties in linear models

Michael Celentano, Zhou Fan, Licong Lin +1

We study mean-field variational inference in a Bayesian linear model when the sample size n is comparable to the dimension p. In high dimensions, the common approach of minimizing…