Narayana Santhanam

Estimating Properties of Dynamic Graphical Models

2021

We study the problem of estimating properties of dynamic graphical models in the non-asymptotic regime. Instead of characterizing the behavior of estimation rules with asymptotic consistency, we study sharp bounds on the sample size required …