3 papers
stat.ME2025
Ergodic Network Stochastic Differential Equations
Francesco Iafrate, Stefano Iacus
We propose a novel framework for Network Stochastic Differential Equations (N-SDE), where each node in a network is governed by an SDE influenced by interactions with its neighbors…
math.ST2024
Adaptive Elastic-Net estimation for sparse diffusion processes
Alessandro De Gregorio, Dario Frisardi, Francesco Iafrate +1
Penalized estimation methods for diffusion processes and dependent data have recently gained significant attention due to their effectiveness in handling high-dimensional stochasti…
cs.DL2024
GREI Data Repository AI Taxonomy
John Chodacki, Mark Hanhel, Stefano Iacus +5
The Generalist Repository Ecosystem Initiative (GREI), funded by the NIH, developed an AI taxonomy tailored to data repository roles to guide AI integration across repository manag…