5 citations · 5 across the 1 of their papers we have counts for
2 papers
eess.SY2020★ 5 cited
Finite Step Performance of First-order Methods Using Interpolation Conditions Without Function Evaluations
Bruce Lee, Peter Seiler
We present a procedure to numerically compute finite step worst case performance guarantees on a given algorithm for the unconstrained optimization of strongly convex functions wit…
eess.SY2019
Non-asymptotic Closed-Loop System Identification using Autoregressive Processes and Hankel Model Reduction
Bruce Lee, Andrew Lamperski
One of the primary challenges of system identification is determining how much data is necessary to adequately fit a model. Non-asymptotic characterizations of the performance of s…