Publications

Alberto Bordino, T. B. Berrett (2026). Nonparametric inference for ratios of densities via uniformly valid and powerful permutation tests. Preprint arXiv:2505.24529. The accompanying R package DRPT is available from CRAN. R code used for the simulations is available here.

Alberto Bordino, O. Klopp (2026). Discussion of “Statistical exploration of the Manifold Hypothesis” by Whiteley et al. In the Journal of the Royal Statistical Society Series B (Statistical Methodology). R code used for the simulations is available here.

Alberto Bordino, T. B. Berrett (2025). Tests of Missing Completely At Random based on sample covariance matrices. In The Annals of Statistics, 53(5), 2204-2229. The accompanying R package MCARtest is available from CRAN. R code used for the simulations is available here.

Alberto Bordino, S. Favaro, S. Fortini (2024). Non-asymptotic approximations of Gaussian neural networks via second-order Poincaré inequalities. In the Proceedings of Machine Learning Research (Contributed talk at the 6th Symposium on Advances in Approximate Bayesian Inference).

Alberto Bordino, S. Favaro, S. Fortini (2022). Infinitely wide limits for deep Stable neural networks: sub-linear, linear and super-linear activation functions. In the Transactions on Machine Learning Research.