3 citations · 4 across the 3 of their papers we have counts for
3 papers
stat.ME2026
Anchored Geodesic Analysis for Multivariate Extremes
Alberto Quaini, Chen Zhou
Extremal dependence is naturally described by the angular law of large multivariate observations. We introduce anchored geodesic component analysis (AGCA), a dimension-reduction me…
stat.ME2024★ 1 cited
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…
math.ST2022★ 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…