Showing math.STShow all
2 papers · 1 filter
math.ST2026
Joint learning of a network of linear dynamical systems via total variation penalization
Claire Donnat, Olga Klopp, Hemant Tyagi
We consider the problem of joint estimation of the parameters of linear dynamical systems, given access to single realizations of their respective trajectories, each of length…
math.ST2025
Joint estimation of smooth graph signals from partial linear measurements
Hemant Tyagi
Given an undirected and connected graph on vertices, suppose each vertex has a latent signal associated to it. Given partial linear measurements…