9 citations · 14 across the 3 of their papers we have counts for
3 papers
nlin.CD2026
Noise Effects on Ordinal Pattern Statistics via Majorization
Facundo Sapienza
The Bandt-Pompe permutation entropy framework, alongside the complexity-entropy causality plane, has become a standard tool for characterizing the dynamical properties of time seri…
math.NA2024★ 9 cited
Differentiable Programming for Differential Equations: A Review
Facundo Sapienza, Jordi Bolibar, Frank Schäfer +8
The differentiable programming paradigm is a cornerstone of modern scientific computing. It refers to numerical methods for computing the gradient of a numerical model's output. Ma…
math.ST2020★ 5 cited
Efficient adjustment sets in causal graphical models with hidden variables
Ezequiel Smucler, Facundo Sapienza, Andrea Rotnitzky
We study the selection of covariate adjustment sets for estimating the value of point exposure dynamic policies, also known as dynamic treatment regimes, assuming a non-parametric…