4 problems

Let $s>1$ and let $\gamma^*$ denote the supremal Sobolev regularity of the target potential and initial density, … Assume that $\max\{d/2,s-1\}\leq\gamma^*<\infty$ and that the qua…

Let ${\mathcal{P}}=\{ {\mathcal{N}}(\theta,1): |\theta|\leq \mu \}$ be the normal mean model, and let $\mathbb{P}_n$ and $\mathbb{Q}_n$ denote respectively the permutation mixture…

Let BBVI denote black-box variational inference, and let the mean-field variational family be the class of variational distributions whose coordinates are independent. Under mild a…

Let $\beta=(\beta_1,\ldots,\beta_p)$ have product prior $\pi_0=\pi^{\otimes p}$, where $\pi$ is a probability distribution on $[-1,1]$. Let $\mathcal{Z}_p$ denote the linear-regres…