Issa-Mbenard Dabo

activity

20242026

most citedHigh-dimensional analysis of ridge regression for non-identically distributed data with a variance profile

1 citations · 2 across the 6 of their papers we have counts for

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stat.AP2025

Reframing Three-Dimensional Morphometrics Through Functional Data Innovations

Aneesha Balachandran Pillay, Issa-Mbenard Dabo, Sophie Dabo-Niang +1

This study innovates geometric morphometrics by incorporating functional data analysis, the square-root velocity function (SRVF), and arc-length parameterisation for 3D morphometri…

stat.ML2025

High-dimensional ridge regression with random features for non-identically distributed data with a variance profile

Issa-Mbenard Dabo, Jérémie Bigot

Random feature ridge regression is often analyzed in the high-dimensional regime under the homogeneous sampling model $x_{i} = Σ^{1/2} x_{i}^{'}$ , where the vectors $x_{i}^{'}$ have iid entries a…