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Performance of Bayesian linear regression in a model with mismatch
Here we consider a model in which the responses are corrupted by gaussian noise and are known to be generated as linear combinations of the covariates, but the distributions of the ground-truth regression coefficients and of the noise are unknown.
On the Almeida-Thouless transition line in the Sherrington-Kirkpatrick model with centered Gaussian external field
We study the phase transition of the free energy in the Sherrington-Kirkpatrick mean-field spin glass model with centered Gaussian external field.
Disordered Systems and Neural Networks Mathematical Physics Mathematical Physics Probability
