From the 1 of 3 linked papers with an AI index.
3 citations · 3 across the 2 of their papers we have counts for
3 papers
stat.ME2026
Anchored Geodesic Analysis for Multivariate Extremes
Alberto Quaini, Chen Zhou
The paper proposes anchored geodesic component analysis (AGCA), a dimension‑reduction technique for modeling multivariate extreme values on the positive unit sphere, and demonstrat…
math.ST2026★ 3 cited
Proximal Estimation and Inference
Alberto Quaini, Fabio Trojani
We build a unifying convex analysis framework characterizing the statistical properties of a large class of penalized estimators, both under a regular and an irregular design. Our…
stat.ME2025
Lecture Notes on High Dimensional Linear Regression
Alberto Quaini
These lecture notes cover advanced topics in linear regression, with an in-depth exploration of the existence, uniqueness, relations, computation, and non-asymptotic properties of…