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Alberto Bordino

About me

I am a third year PhD student of the Warwick Centre for Doctoral Training in Mathematics and StatisticsLink opens in a new window working under the supervision of Dr Thomas BerrettLink opens in a new window on Nonparametric methods for Missing and Heterogenous Data. My research interests include Nonparametric Statistics and Statistical Learning Theory.

Before joining the CDT programme in Warwick, I obtained a M.Sc. in Stochastics and Data Science at the University of Turin, working under the supervision of Prof Stefano FavaroLink opens in a new window and a B.Sc. in Mathematics at the University of Turin, during which I was recipient of the INdAMLink opens in a new window scholarship.


Publications

4 - Density Ratio Permutation Tests with connections to distributional shifts and conditional two-sample testingLink opens in a new window, A. Bordino, T. B. Berrett. Preprint arXiv:2505.24529 (2025+). I contributed to the R package DRPTLink opens in a new window.

3 - Tests of Missing Completely At Random based on sample covariance matricesLink opens in a new window, A. Bordino, T. B. Berrett. The Annals of Statistics, to appear, (2025). I contributed to the R package MCARtestLink opens in a new window.

2 - Non-asymptotic approximations of Gaussian neural networks via second-order Poincare' inequalitiesLink opens in a new window, A. Bordino, S. Favaro, S. Fortini. In the Proceedings of Machine Learning Research (Contributed talk at the 6th Symposium on Advances in Approximate Bayesian Inference) (2024).

1 - Infinitely wide limits for deep Stable neural networks: sub-linear, linear and super-linear activation functionsLink opens in a new window, A. Bordino, S. Favaro, S. Fortini. In the Transactions on Machine Learning Research (2022).


Service

I have reviewed for Bernoulli and the Journal of Business & Economic Statistics.


Teaching and other activities

In the a.y. 2023-24, I was the organiser of the Stats Football sessions, which is now handled by Gregor SteinerLink opens in a new window. Also, I was graduate teaching assistant for ST412-15/ST323-15 Multivariate Statistics and ST420-15 Statistical Learning and Big Data.Link opens in a new window

In the a.y. 2022-23, I used to organise the Empirical Process Theory Reading GroupLink opens in a new window, together with Alexander KentLink opens in a new window, and I was one of the tutors for ST219-12 Mathematical Statistics Part B.Link opens in a new window