11 citations · 11 across the 4 of their papers we have counts for
Showing math.STShow all
2 papers · 1 filter
math.ST2026
Noise-resilient penalty operators based on statistical differentiation schemes
Marc Vidal, Yves Rosseel
Classical approaches to penalized smoothing often rely on basis or kernel expansions, which constrain the estimator to a fixed span and may be restrictive for discretely observed d…
math.ST2024
Functional independent component analysis by choice of norm: a framework for near-perfect classification
Marc Vidal, Marc Leman, Ana M. Aguilera
We develop a theory for functional independent component analysis in an infinite-dimensional framework using Sobolev spaces that accommodate smoother functions. The notion of penal…