3 papers
math.DS2025
Optimal response for stochastic differential equations by local kernel perturbations
Gianmarco del Sarto, Stefano Galatolo, Sakshi Jain
We consider a random dynamical system on , whose dynamics is defined by a stochastic differential equation. The annealed transfer operator associated with such system…
cs.LG2024
Privacy-Preserving Race/Ethnicity Estimation for Algorithmic Bias Measurement in the U.S
Saikrishna Badrinarayanan, Osonde Osoba, Miao Cheng +4
AI fairness measurements, including tests for equal treatment, often take the form of disaggregated evaluations of AI systems. Such measurements are an important part of Responsibl…
math.DS2024
Piecewise Contractions
Sakshi Jain, Carlangelo Liverani
We study piecewise injective, but not necessarily globally injective, contracting maps on a compact subset of \(\bR^d\). We prove that generically the attractor and the set of disc…